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"x": 2.0 }, { "id": "IRM_OP_334", "sw": "TestFit", "op": "Site Solver Live Parametric Layout", "xs": "point", "xd": "15.0", "learn": false, "ey": 7.0, "x": 15.0, "ylo": 100.0, "yhi": 100.0, "yd": "100", "R": [ 100.0, 100.0 ], "T": [ 100.0, 100.0 ], "L": [ 100.0, 100.0 ], "tc": "3", "lw": { "yes": "4", "no": "0", "unknown_or_missing": "0", "eligible": "4" }, "rec": { "material_open": "NA", "material_reopened": "NA", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "3" } }, { "id": "IRM_OP_335", "sw": "Topaz Gigapixel", "op": "Core Upscale — Standard 2", "xs": "point", "xd": "7.3", "learn": true, "ey": 3.0, "x": 7.25, "xlo": 6.5, "xhi": 8.0 }, { "id": "IRM_OP_336", "sw": "Topaz Gigapixel", "op": "Face Recovery 3 with Strength Adjustment", "xs": "point", "xd": "5.0", "learn": true, "ey": 5.0, "x": 5.0 }, { "id": "IRM_OP_337", "sw": "Topaz Gigapixel", "op": "Redefine Creative Upscale", "xs": "point", "xd": "5.0", "learn": true, "ey": 3.0, "x": 5.0, "ylo": 27.77777777777778, "yhi": 33.333333333333336, "yd": "28–33", "R": [ 83.33333333333333, 100.0 ], "T": [ 0.0, 0.0 ], "L": [ 0.0, 0.0 ], "tc": "0", "lw": { "yes": "0", "no": "5", "unknown_or_missing": "0", "eligible": "5" }, "rec": { "material_open": "3", "material_reopened": "3", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "blank" } }, { "id": "IRM_OP_338", "sw": "Topaz Photo", "op": "Adjust Lighting — Contextual Correction", "xs": "range", "xd": "5.0–12.0", "learn": true, "ey": 8.0, "xlo": 5.0, "xhi": 12.0 }, { "id": "IRM_OP_339", "sw": "Topaz Photo", "op": "Autopilot Denoise and Sharpen Workflow", "xs": "range", "xd": "5.0–8.0", "learn": true, "ey": 8.0, "xlo": 5.0, "xhi": 8.0, "ylo": 77.77777777777777, "yhi": 100.0, "yd": "78–100", "R": [ 100.0, 100.0 ], "T": [ 33.333333333333336, 100.0 ], "L": [ 100.0, 100.0 ], "tc": "1–3", "lw": { "yes": "6", "no": "0", "unknown_or_missing": "0", "eligible": "6" }, "rec": { "material_open": "3", "material_reopened": "3", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "3" } }, { "id": "IRM_OP_340", "sw": "Topaz Photo", "op": "Balance Color with Source Blending", "xs": "range", "xd": "5.0–12.0", "learn": true, "ey": 8.0, "xlo": 5.0, "xhi": 12.0, "ylo": 77.77777777777777, "yhi": 100.0, "yd": "78–100", "R": [ 100.0, 100.0 ], "T": [ 33.333333333333336, 100.0 ], "L": [ 100.0, 100.0 ], "tc": "1–3", "lw": { "yes": "6", "no": "0", "unknown_or_missing": "0", "eligible": "6" }, "rec": { "material_open": "3", "material_reopened": "3", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "3" } }, { "id": "IRM_OP_341", "sw": "Topaz Photo", "op": "Denoise — Non-RAW Normal Model", "xs": "point", "xd": "8.0", "learn": true, "ey": 8.0, "x": 8.0 }, { "id": "IRM_OP_342", "sw": "Topaz Photo", "op": "Dust and Scratch Removal", "xs": "range", "xd": "5.0–8.0", "learn": true, "ey": 2.0, "xlo": 5.0, "xhi": 8.0 }, { "id": "IRM_OP_343", "sw": "Topaz Photo", "op": "Preserve Text — Masked Restoration", "xs": "range", "xd": "5.0–8.0", "learn": true, "ey": 5.0, "xlo": 5.0, "xhi": 8.0, "ylo": 77.77777777777777, "yhi": 100.0, "yd": "78–100", "R": [ 100.0, 100.0 ], "T": [ 33.333333333333336, 100.0 ], "L": [ 100.0, 100.0 ], "tc": "1–3", "lw": { "yes": "6", "no": "0", "unknown_or_missing": "0", "eligible": "6" }, "rec": { "material_open": "3", "material_reopened": "3", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "3" } }, { "id": "IRM_OP_344", "sw": "Topaz Photo", "op": "Recover Faces with Source Blending", "xs": "point", "xd": "5.0", "learn": true, "ey": 5.0, "x": 5.0 }, { "id": "IRM_OP_345", "sw": "Topaz Photo", "op": "Recover v3 Upscale", "xs": "point", "xd": "5.0", "learn": true, "ey": 2.0, "x": 5.0 }, { "id": "IRM_OP_346", "sw": "Topaz Photo", "op": "Remove Object — Regional Reconstruction", "xs": "range", "xd": "2.0–5.0", "learn": true, "ey": 3.0, "xlo": 2.0, "xhi": 5.0 }, { "id": "IRM_OP_347", "sw": "Topaz Photo", "op": "Sharpen — Standard Model", "xs": "point", "xd": "8.0", "learn": true, "ey": 8.0, "x": 8.0 }, { "id": "IRM_OP_348", "sw": "Topaz Photo", "op": "Super Focus with Post-Render Selection", "xs": "point", "xd": "5.0", "learn": true, "ey": 5.0, "x": 5.0 }, { "id": "IRM_OP_349", "sw": "Topaz Photo", "op": "Wonder v3.5 Image Repair", "xs": "point", "xd": "5.0", "learn": true, "ey": 2.0, "x": 5.0 }, { "id": "IRM_OP_350", "sw": "Topaz Video", "op": "Deinterlace — Dione DV", "xs": "point", "xd": "7.3", "learn": true, "ey": 2.0, "x": 7.25, "xlo": 6.5, "xhi": 8.0 }, { "id": "IRM_OP_351", "sw": "Topaz Video", "op": "Frame Interpolation — Apollo", "xs": "range", "xd": "5.0–8.0", "learn": true, "ey": 2.0, "xlo": 5.0, "xhi": 8.0 }, { "id": "IRM_OP_354", "sw": "Topaz Video", "op": "Hyperion 2.5 SDR to HDR", "xs": "range", "xd": "5.0–12.0", "learn": true, "ey": 2.0, "xlo": 5.0, "xhi": 12.0 }, { "id": "IRM_OP_352", "sw": "Topaz Video", "op": "Motion Deblur — Themis", "xs": "point", "xd": "8.0", "learn": true, "ey": 2.0, "x": 8.0 }, { "id": "IRM_OP_353", "sw": "Topaz Video", "op": "Proteus Natural Progressive Video Enhancement", "xs": "point", "xd": "7.3", "learn": true, "ey": 2.0, "x": 7.25, "xlo": 6.5, "xhi": 8.0 }, { "id": "IRM_OP_355", "sw": "Topaz Video", "op": "Stabilization with Full-Frame Border Synthesis", "xs": "range", "xd": "5.0–8.0", "learn": true, "ey": 2.0, "xlo": 5.0, "xhi": 8.0 }, { "id": "IRM_OP_356", "sw": "Topaz Video", "op": "Starlight Precise 2.6 Enhancement", "xs": "point", "xd": "5.0", "learn": true, "ey": 2.0, "ylo": 33.333333333333336, "yhi": 66.66666666666667, "yd": "33–67", "R": [ 100.0, 100.0 ], "T": [ 0.0, 100.0 ], "L": [ 0.0, 0.0 ], "tc": "0–3", "lw": { "yes": "0", "no": "6", "unknown_or_missing": "0", "eligible": "6" }, "rec": { "material_open": "3", "material_reopened": "3", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "3" }, "x": 5.0 }, { "id": "IRM_OP_357", "sw": "TouchDesigner", "op": "MediaPipe Segmentation and Video Cutout", "xs": "point", "xd": "10.0", "learn": true, "ey": 7.0, "x": 10.0 }, { "id": "IRM_OP_358", "sw": "TouchDesigner", "op": "NVIDIA Background Segmentation and Composite", "xs": "point", "xd": "10.0", "learn": true, "ey": 7.0, "x": 10.0, "ylo": 100.0, "yhi": 100.0, "yd": "100", "R": [ 100.0, 100.0 ], "T": [ 100.0, 100.0 ], "L": [ 100.0, 100.0 ], "tc": "3", "lw": { "yes": "6", "no": "0", "unknown_or_missing": "0", "eligible": "6" }, "rec": { "material_open": "3", "material_reopened": "3", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "3" } }, { "id": "IRM_OP_359", "sw": "TouchDesigner", "op": "NVIDIA Denoise TOP — Video Noise Removal", "xs": "point", "xd": "8.0", "learn": true, "ey": 7.0, "x": 8.0 }, { "id": "IRM_OP_360", "sw": "TouchDesigner", "op": "NVIDIA Upscaler TOP — Super-Resolution", "xs": "range", "xd": "5.0–8.0", "learn": true, "ey": 7.0, "xlo": 5.0, "xhi": 8.0 }, { "id": "IRM_OP_361", "sw": "TouchDesigner", "op": "Transform and Composite Two Images", "xs": "point", "xd": "15.0", "learn": false, "ey": 7.0, "x": 15.0 }, { "id": "IRM_OP_362", "sw": "Tripo AI", "op": "H3.1 Image to Mesh", "xs": "unresolved", "xd": "Unresolved; lower bound 3.0", "learn": true, "ey": 3.0, "xlo": 3.0 }, { "id": "IRM_OP_363", "sw": "Tripo AI", "op": "H3.1 Text to Mesh", "xs": "point", "xd": "2.0", "learn": true, "ey": 3.0, "x": 2.0 }, { "id": "IRM_OP_364", "sw": "TripoSR (open-source code)", "op": "Single Image to Mesh Reconstruction", "xs": "unresolved", "xd": "Unresolved; lower bound 3.0", "learn": true, "ey": 3.0, "xlo": 3.0 }, { "id": "IRM_OP_365", "sw": "Unity", "op": "AI Sprite Generation and Inpainting", "xs": "point", "xd": "2.0", "learn": true, "ey": 3.0, "x": 2.0 }, { "id": "IRM_OP_366", "sw": "Unity", "op": "Assistant Scene Object Placement", "xs": "range", "xd": "6.0–10.0", "learn": true, "ey": 7.0, "xlo": 6.0, "xhi": 10.0 }, { "id": "IRM_OP_368", "sw": "Unity Editor", "op": "MCP LLM Scene Hierarchy Construction", "xs": "range", "xd": "2.0–10.0", "learn": true, "ey": 7.0, "xlo": 2.0, "xhi": 10.0 }, { "id": "IRM_OP_367", "sw": "Unity", "op": "GameObject Hierarchy and Component Editing", "xs": "point", "xd": "15.0", "learn": false, "ey": 7.0, "x": 15.0 }, { "id": "IRM_OP_369", "sw": "Unreal Engine", "op": "Blueprint Scene Construction", "xs": "point", "xd": "15.0", "learn": false, "ey": 7.0, "x": 15.0, "ylo": 100.0, "yhi": 100.0, "yd": "100", "R": [ 100.0, 100.0 ], "T": [ 100.0, 100.0 ], "L": [ 100.0, 100.0 ], "tc": "3", "lw": { "yes": "6", "no": "0", "unknown_or_missing": "0", "eligible": "6" }, "rec": { "material_open": "3", "material_reopened": "3", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "3" } }, { "id": "IRM_OP_374", "sw": "Unreal Engine", "op": "MCP LLM Blueprint Graph Construction", "xs": "range", "xd": "2.0–10.0", "learn": true, "ey": 7.0, "xlo": 2.0, "xhi": 10.0 }, { "id": "IRM_OP_373", "sw": "Unreal Engine MetaHuman", "op": "Current Animator Video and Depth Facial Solve", "xs": "unresolved", "xd": "Unresolved", "learn": true, "ey": 8.0 }, { "id": "IRM_OP_370", "sw": "Unreal Engine", "op": "Neural Morph Correction with Skinning", "xs": "point", "xd": "12.0", "learn": true, "ey": 7.0, "x": 12.0, "ylo": 66.66666666666667, "yhi": 100.0, "yd": "67–100", "R": [ 100.0, 100.0 ], "T": [ 100.0, 100.0 ], "L": [ 0.0, 100.0 ], "tc": "3", "lw": { "yes": "0", "no": "0", "unknown_or_missing": "6", "eligible": "6" }, "rec": { "material_open": "3", "material_reopened": "3", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "3" } }, { "id": "IRM_OP_371", "sw": "Unreal Engine", "op": "NNE Intel Open Image Denoise Spatial Pass", "xs": "point", "xd": "8.0", "learn": true, "ey": 3.0, "x": 8.0 }, { "id": "IRM_OP_372", "sw": "Unreal Engine", "op": "Sequencer 3D Transform Interpolation", "xs": "point", "xd": "15.0", "learn": false, "ey": 7.0, "x": 15.0 }, { "id": "IRM_OP_375", "sw": "Upscayl", "op": "RealESRGAN AnimeVideo v3 still-image upscale", "xs": "point", "xd": "5.0", "learn": true, "ey": 2.0, "x": 5.0, "ylo": 33.333333333333336, "yhi": 66.66666666666667, "yd": "33–67", "R": [ 100.0, 100.0 ], "T": [ 0.0, 100.0 ], "L": [ 0.0, 0.0 ], "tc": "0–3", "lw": { "yes": "0", "no": "6", "unknown_or_missing": "0", "eligible": "6" }, "rec": { "material_open": "3", "material_reopened": "3", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "3" } }, { "id": "IRM_OP_376", "sw": "Vectorworks", "op": "AI Visualizer Generate Image", "xs": "range", "xd": "3.5–5.0", "learn": true, "ey": 3.0, "xlo": 3.5, "xhi": 5.0 }, { "id": "IRM_OP_377", "sw": "Vectorworks Architect", "op": "Native BIM Element Modeling", "xs": "point", "xd": "15.0", "learn": false, "ey": 7.0, "x": 15.0 }, { "id": "IRM_OP_378", "sw": "Veras in supported CAD hosts", "op": "Image to Video Generation", "xs": "range", "xd": "2.6–5.0", "learn": true, "ey": 2.0, "ylo": 33.333333333333336, "yhi": 33.333333333333336, "yd": "33", "R": [ 100.0, 100.0 ], "T": [ 0.0, 0.0 ], "L": [ 0.0, 0.0 ], "tc": "0", "lw": { "yes": "0", "no": "4", "unknown_or_missing": "0", "eligible": "4" }, "rec": { "material_open": "NA", "material_reopened": "NA", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "3" }, "xlo": 2.6, "xhi": 5.0 }, { "id": "IRM_OP_379", "sw": "Veras in supported CAD hosts", "op": "Veras 5.0 Trellis 2 Image to 3D Mesh", "xs": "unresolved", "xd": "Unresolved; lower bound 3.0", "learn": true, "ey": 3.0, "xlo": 3.0 }, { "id": "IRM_OP_380", "sw": "Veras in supported CAD hosts", "op": "Viewport to Image Generation", "xs": "unresolved", "xd": "Unresolved; lower bound 2.0", "learn": true, "ey": 2.0, "xlo": 2.0 }, { "id": "IRM_OP_381", "sw": "vvvv gamma", "op": "Stride Scene Graph Construction", "xs": "point", "xd": "15.0", "learn": false, "ey": 7.0, "x": 15.0, "ylo": 100.0, "yhi": 100.0, "yd": "100", "R": [ 100.0, 100.0 ], "T": [ 100.0, 100.0 ], "L": [ 100.0, 100.0 ], "tc": "3", "lw": { "yes": "6", "no": "0", "unknown_or_missing": "0", "eligible": "6" }, "rec": { "material_open": "3", "material_reopened": "3", "settings_open": "3", "settings_reopened": "3", "step_open": "3", "step_reopened": "3" } }, { "id": "IRM_OP_382", "sw": "waifu2x in nunif", "op": "SwinUNet image upscaling", "xs": "point", "xd": "7.3", "learn": true, "ey": 2.0, "x": 7.25, "xlo": 6.5, "xhi": 8.0 }, { "id": "IRM_OP_383", "sw": "Wilcom EmbroideryStudio 2026", "op": "Manual digitizing and visual stitch-design revision", "xs": "point", "xd": "15.0", "learn": false, "ey": 8.0, "x": 15.0 }, { "id": "IRM_OP_384", "sw": "Womp", "op": "Parametric Liquid SDF and CSG Modeling", "xs": "point", "xd": "15.0", "learn": false, "ey": 7.0, "x": 15.0 }, { "id": "IRM_OP_385", "sw": "Zapier MCP / OpenAI", "op": "Generate An Image", "xs": "point", "xd": "2.0", "learn": true, "ey": 2.0, "x": 2.0 } ], "coordinate_reviews": { "93": { "id": 93, "review": { "status": "range", "display": "2.0–5.0", "low": 2.0, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–5.0", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 1 model-decided, 4 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: layout and camera, shape, surface appearance, fine detail", "settings": "", "calculation": "K=0; M=1; unknown=4; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Brushed region of one board image, filled by Firefly Generative Fill. Required inputs recorded by the coders: board image; brushed region; text prompt when adding elements; text prompt for additions.", "urls": [ "https://helpx.adobe.com/firefly/web/work-with-images/edit-images/generative-remove.html", "https://helpx.adobe.com/firefly/web/create-mood-boards/firefly-boards/edit-images.html", "https://helpx.adobe.com/firefly/web/work-with-images/edit-images/generative-fill.html" ] } }, "91": { "id": 91, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image generated by Firefly Image 5 from the text prompt. Required inputs recorded by the coders: text prompt.", "urls": [ "https://helpx.adobe.com/firefly/generate-images-with-text-to-image/generate-images-using-text-prompts/image-generation-using-text-descriptions.html" ] } }, "90": { "id": 90, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image generated by the Firefly or partner image model the assistant selects. Required inputs recorded by the coders: text request in the prompt bar; typed request to the assistant.", "urls": [ "https://helpx.adobe.com/firefly/web/firefly-ai-assistant/ai-assistant-faq.html" ] } }, "92": { "id": 92, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: model decides", "judgment": "Working v5 documentation coding: 0 kept, 6 model-decided, 0 unknown and 0 setting-dependent categories among 6 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=6; unknown=0; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. ", "assessed_output": "Whole new video clip generated by Firefly Video from the text prompt. Required inputs recorded by the coders: text prompt.", "urls": [ "https://helpx.adobe.com/firefly/web/work-with-audio-and-video/work-with-video/generate-videos-using-text-prompts.html" ] } }, "173": { "id": 173, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Vector scene, subject or icon generated from the prompt. Required inputs recorded by the coders: text prompt.", "urls": [ "https://research.adobe.com/news/adobe-research-at-max-2023/", "https://helpx.adobe.com/illustrator/desktop/use-generative-ai/generate-scenes-subjects-and-icons.html" ] } }, "196": { "id": 196, "review": { "status": "range", "display": "2.0–4.25", "low": 2.0, "high": 4.25 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–4.25", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 2 model-decided, 3 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–4.25; no midpoint is used.", "required": "Establish whether layout and camera, shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: layout and camera, shape, fine detail", "settings": "", "calculation": "K=0; M=2; unknown=3; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 3 ÷ (5 − 1) = 4.25. No midpoint is assigned.", "assessed_output": "Brushed removal region filled by Firefly; the rest of the photo is untouched. Required inputs recorded by the coders: photo; brushed removal region; brushed region.", "urls": [ "https://helpx.adobe.com/lightroom-classic/desktop/process-and-develop-photos/remove-tool.html", "https://blog.adobe.com/en/publish/2024/05/21/lightroom-introduces-power-adobe-firefly-with-generative-remove", "https://news.adobe.com/news/news-details/2024/adobe-unveils-firefly-powered-generative-remove-in-lightroom-for-fast-and-easy-ai-editing-across-surfaces", "https://helpx.adobe.com/lightroom-classic/help/remove-tool.html", "https://www.sproul.photography/post/generative-remove-in-lightroom" ] } }, "252": { "id": 252, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–upper boundary unresolved", "categories": "content: unknown; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether content, layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: content, layout and camera, shape, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole-image variation of the open Photoshop image. Required inputs recorded by the coders: open Photoshop image; text request; typed request to the assistant.", "urls": [ "https://helpx.adobe.com/photoshop/desktop/whats-new/ai-assistant-overview.html", "https://arxiv.org/html/2603.08059v1" ] } }, "397": { "id": 397, "review": { "status": "range", "display": "2.0–3.5", "low": 2.0, "high": 3.5 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–3.5", "categories": "content: model decides; layout and camera: model decides; shape: unknown; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 3 model-decided, 2 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–3.5; no midpoint is used.", "required": "Establish whether shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: shape, fine detail", "settings": "", "calculation": "K=0; M=3; unknown=2; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 2 ÷ (5 − 1) = 3.5. No midpoint is assigned.", "assessed_output": "New canvas area outside the original image borders. Required inputs recorded by the coders: image; expanded canvas area set with the Crop tool; expanded canvas area set with crop handles.", "urls": [ "https://helpx.adobe.com/photoshop/desktop/create-open-import-images/create-images/explore-beyond-the-canvas-with-generative-expand.html", "https://www.adobe.com/products/photoshop/generative-expand.html", "https://community.adobe.com/questions-700/generative-expand-in-the-photoshop-beta-671420", "https://blog.adobe.com/en/publish/2026/01/27/new-photoshop-innovations-provide-creative-pros-more-control-realism-precision", "https://helpx.adobe.com/my_en/photoshop/using/whats-new/2024.html", "https://www.adobe.com/products/firefly/features/ai-image-expander.html" ] } }, "253": { "id": 253, "review": { "status": "range", "display": "2.0–3.5", "low": 2.0, "high": 3.5 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–3.5", "categories": "content: model decides; layout and camera: model decides; shape: unknown; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 3 model-decided, 2 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–3.5; no midpoint is used.", "required": "Establish whether shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: shape, fine detail", "settings": "", "calculation": "K=0; M=3; unknown=2; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 2 ÷ (5 − 1) = 3.5. No midpoint is assigned.", "assessed_output": "Selected region filled by Firefly Fill & Expand. Required inputs recorded by the coders: image; selection.", "urls": [ "https://helpx.adobe.com/photoshop/desktop/create-open-import-images/create-images/edit-images-with-generative-fill.html", "https://blog.adobe.com/en/publish/2023/05/23/future-of-photoshop-powered-by-adobe-firefly", "https://blog.adobe.com/en/publish/2026/01/27/new-photoshop-innovations-provide-creative-pros-more-control-realism-precision", "https://research.adobe.com/news/photoshop-turns-35/", "https://helpx.adobe.com/my_en/photoshop/using/whats-new/2024.html" ] } }, "257": { "id": 257, "review": { "status": "range", "display": "2.0–5.0", "low": 2.0, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–5.0", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 1 model-decided, 4 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for shape, surface appearance against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera, shape, surface appearance, fine detail", "settings": "", "calculation": "K=0; M=1; unknown=4; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Brushed or looped region filled by the Firefly Remove Tool 3 model. Required inputs recorded by the coders: image; brushed or looped region.", "urls": [ "https://blog.adobe.com/en/publish/2025/07/29/powerful-new-photoshop-innovations-creators-creative-pros", "https://community.adobe.com/questions-700/remove-tool-remove-button-update-in-photoshop-beta-january-2026-1615445", "https://blog.adobe.com/en/publish/2026/01/27/new-photoshop-innovations-provide-creative-pros-more-control-realism-precision" ] } }, "270": { "id": 270, "review": { "status": "range", "display": "3.2–5.0", "low": 3.2, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.6, "proposal": "3.2–5.0", "categories": "content: kept; layout and camera: unknown; shape: unknown; surface appearance: model decides; fine detail: kept; motion and timing: unknown", "judgment": "Working v5 documentation coding: 2 kept, 1 model-decided, 3 unknown and 0 setting-dependent categories among 6 applicable. The recorded uncertainty gives 3.2–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, motion and timing in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera, motion and timing against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera, shape, motion and timing", "settings": "", "calculation": "K=2; M=1; unknown=3; conditional=0; A=6. Lower: 2 + 3 × 2 ÷ (6 − 1) = 3.2. Upper: 2 + 3 × 5 ÷ (6 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Up to two seconds of new frames added at the start or end of the clip. Required inputs recorded by the coders: source video clip; clip edge dragged to the new length; clip edge dragged to the added length.", "urls": [ "https://research.adobe.com/news/adobe-research-and-firefly-team-pioneer-new-video-generation-tech/", "https://community.adobe.com/questions-729/generative-extend-in-premiere-pro-1413319", "https://helpx.adobe.com/premiere/desktop/edit-projects/edit-with-generative-ai/generative-extend-faq.html" ] } }, "330": { "id": 330, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Square, tileable texture image generated from the text prompt. Required inputs recorded by the coders: text prompt.", "urls": [ "https://experienceleague.adobe.com/en/docs/substance-3d-sampler/using/features-and-workflows/generative-workflows", "https://experienceleague.adobe.com/en/docs/substance-3d-sampler/using/release-notes/beta-version" ] } }, "11": { "id": 11, "review": { "status": "unresolved", "display": "Unresolved; lower bound 4.0", "low": 4.0, "high": null }, "master": { "previous": "2.0", "v3": 3.0, "proposal": "4.0–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: kept; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=2; M=0; unknown=2; conditional=0; A=4. Lower: 2 + 3 × 2 ÷ (4 − 1) = 4.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for surface appearance, fine detail against the cited sources; coder agreement is not a substitute for evidence. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=2; M=0; unknown=2; conditional=0; A=4. Lower: 2 + 3 × 2 ÷ (4 − 1) = 4.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Textured 3D mesh (geometry and PBR materials) generated from one photo. Required inputs recorded by the coders: single photo.", "urls": [ "https://www.alpha3d.io/knowledge-base/ai-3d-models-from-images-and-text", "https://www.alpha3d.io/kb/generate-3d/ai-3d-models-from-images-and-text", "https://www.alpha3d.io/knowledge-base/what-is-image-to-3d", "https://www.alpha3d.io/kb/3d-printing/image-to-3d-print", "https://www.alpha3d.io/faq", "https://www.alpha3d.io/image-to-3d" ] } }, "12": { "id": 12, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image generated in the selected Image Playground style. Required inputs recorded by the coders: text description, suggested concept, photo or person (alternative routes); text description or suggested concepts.", "urls": [ "https://support.apple.com/en-sg/guide/mac-help/mchld5412d00/mac", "https://support.apple.com/guide/keynote/add-an-image-tan77aea6844/mac" ] } }, "13": { "id": 13, "review": { "status": "range", "display": "2.75–5.0", "low": 2.75, "high": 5.0 }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "2.75–5.0", "categories": "content: depends on setting; layout and camera: unknown; shape: kept; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 1 kept, 1 model-decided, 2 unknown and 1 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.75–5.0; no midpoint is used.", "required": "Establish whether layout and camera, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera, fine detail against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes content, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: layout and camera, fine detail; Setting-dependent: content", "settings": "content: text prompt (subject: the prompt names the building type shown); content: Required text prompt that sets the building type of the concept.", "calculation": "K=1; M=1; unknown=2; conditional=1; A=5. Lower: 2 + 3 × 1 ÷ (5 − 1) = 2.75. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Whole visualization image generated from the Archicad model view. Required inputs recorded by the coders: Archicad model view (composition image); text prompt; Archicad 3D model view.", "urls": [ "https://community.graphisoft.com/gowhw84577/attachments/gowhw84577/hidden-forum/16/2/AI%20Visualizer%202.1.pdf", "https://www.graphisoft.com/en-us/plans-and-products/ai-solutions/", "https://help.graphisoft.com/AC/28/INT/_AC28_Help/100_Visualization/100_Visualization-10.htm", "https://assets.graphisoft.com/guides/AI_Visualizer/AI_Visualizer-Guide.pdf" ] } }, "15": { "id": 15, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "2.0–upper boundary unresolved", "categories": "content: unknown; layout and camera: unknown; shape: depends on setting; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=4; conditional=1; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether content, layout and camera, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content, layout and camera, surface appearance against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes shape, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: content, layout and camera, surface appearance, fine detail; Setting-dependent: shape; Upper endpoint outside equation domain", "settings": "shape: Render Mode or Pro Model (Geometry Retention) versus Ideate Mode or Basic Model (ideation); shape: Render Mode (keeps 3D geometry) versus Ideate Mode (changes geometry).", "calculation": "K=0; M=0; unknown=4; conditional=1; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole rendered image generated from the active CAD viewport. Required inputs recorded by the coders: active CAD viewport; active CAD view; text prompt.", "urls": [ "https://arko.ai/sketchup", "https://forum.arko.ai/t/arkoai-release-2-0/1473", "https://arko.ai/revit", "https://forum.arko.ai/t/same-seed-but-another-render-when-angle-camera-change-why/1320", "https://arko.ai/pricing" ] } }, "94": { "id": 94, "review": { "status": "range", "display": "2.0–4.4", "low": 2.0, "high": 4.4 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–4.4", "categories": "content: model decides; layout and camera: unknown; shape: model decides; surface appearance: unknown; fine detail: unknown; motion and timing: unknown", "judgment": "Working v5 documentation coding: 0 kept, 2 model-decided, 4 unknown and 0 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.0–4.4; no midpoint is used.", "required": "Establish whether layout and camera, surface appearance, fine detail, motion and timing in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera, surface appearance, fine detail, motion and timing", "settings": "", "calculation": "K=0; M=2; unknown=4; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. Upper: 2 + 3 × 4 ÷ (6 − 1) = 4.4. No midpoint is assigned.", "assessed_output": "Matte region of each frame, inpainted frame by frame by LaMa. Required inputs recorded by the coders: clip on the Front input; matte clip on the Matte input; user-loaded LaMa ONNX model; matte on the Matte input.", "urls": [ "https://arxiv.org/html/2109.07161", "https://help.autodesk.com/cloudhelp/2026/ENU/Flame-EffectsToolsReference/files/inference_node.html", "https://arxiv.org/pdf/2109.07161", "https://help.autodesk.com/cloudhelp/2026/ENU/Flame-WhatsNew/files/What-s-New-in-Flame-Family-2026/What-s-New-in-2026/wn-2026-machine-learning.html" ] } }, "220": { "id": 220, "review": { "status": "unresolved", "display": "Unresolved", "low": null, "high": null }, "master": { "previous": "2.0", "v3": 5.0, "proposal": "No value under v5", "categories": "content: not applicable; layout and camera: not applicable; shape: not applicable; surface appearance: not applicable; fine detail: not applicable; motion and timing: depends on setting", "judgment": "Current placement unresolved. Only motion and timing applies (A=1). The denominator A−1 is zero at every setting.", "required": "A justified calibration for an operation with one applicable category is required. Record the documented path-following modes, but changing the setting does not repair the denominator. Do not substitute X=2 or another equation.", "uncertainty": "Setting-dependent: motion and timing; A=1; equation undefined", "settings": "motion and timing: Path Follow mode (Path Controller Settings): close-but-natural versus more precise path following; motion and timing: Path modes (stay close to the path but look natural, or more precise modes) and Auto Speed Ramping.", "calculation": "Only motion and timing applies (A=1). The denominator A−1 is zero at every setting.", "assessed_output": "Joint keyframes (poses and root motion) for an Autodesk standard character over the frame range. Required inputs recorded by the coders: Autodesk standard character (biped or canine proxy); path locator keys (path or key targets); frame range; Autodesk standard character (biped or canine proxy rig); path locator keys or targets.", "urls": [ "https://blogs.autodesk.com/media-and-entertainment/2025/10/15/ai-powered-motionmaker-for-animation-your-top-questions-answered/", "https://help.autodesk.com/cloudhelp/2026/ENU/Maya-MotionMaker/files/GUID-473B9D09-124C-4A5C-94F8-F3B4B89FAB18.html", "https://blogs.autodesk.com/media-and-entertainment/2025/06/04/meet-motionmaker/" ] } }, "25": { "id": 25, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "One slide image regenerated from the slide prompt. Required inputs recorded by the coders: slide prompt.", "urls": [ "https://support.beautiful.ai/hc/en-us/articles/43350069148557-Create-and-Edit-your-Slides-with-Slide-AI" ] } }, "35": { "id": 35, "review": { "status": "range", "display": "3.0–4.0", "low": 3.0, "high": 4.0 }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "3.0–4.0", "categories": "content: model decides; layout and camera: not applicable; shape: kept; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 1 kept, 2 model-decided, 1 unknown and 0 setting-dependent categories among 4 applicable. The recorded uncertainty gives 3.0–4.0; no midpoint is used.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: fine detail", "settings": "", "calculation": "K=1; M=2; unknown=1; conditional=0; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. Upper: 2 + 3 × 2 ÷ (4 − 1) = 4.0. No midpoint is assigned.", "assessed_output": "Texture image generated from mesh render maps via ControlNet, then baked onto the mesh. Required inputs recorded by the coders: Blender mesh with UV map; camera render turned into ControlNet maps; text prompt; user-supplied Stable Diffusion checkpoint and ControlNet models; Blender camera view rendered as ControlNet control images.", "urls": [ "https://github.com/AIGODLIKE/ComfyUI-BlenderAI-node/blob/b6729c96797e340c7688de00e547f1c41372ec76/SDNode/resource/solutions/EN/00-Default.json", "https://github.com/AIGODLIKE/ComfyUI-BlenderAI-node/blob/b6729c96797e340c7688de00e547f1c41372ec76/README.md", "https://github.com/user-attachments/assets/a4098e3e-881e-43e7-bbe1-5ffa19b89f73" ] } }, "37": { "id": 37, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.5", "low": 3.5, "high": null }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "3.5–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: unknown; surface appearance: not applicable; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=1; M=0; unknown=2; conditional=0; A=3. Lower: 2 + 3 × 1 ÷ (3 − 1) = 3.5. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=1; M=0; unknown=2; conditional=0; A=3. Lower: 2 + 3 × 1 ÷ (3 − 1) = 3.5. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Untextured mesh decoded from the TRELLIS.2 structured 3D latent. Required inputs recorded by the coders: single input image; input image.", "urls": [ "https://github.com/sakalond/StableGen/blob/fae5474098c40ce149a93dbfffe02b33876b3cd4/stablegen/mesh_gen/workflows.py", "https://arxiv.org/html/2512.14692v1", "https://github.com/sakalond/StableGen/blob/fae5474098c40ce149a93dbfffe02b33876b3cd4/stablegen/mesh_gen/trellis2.py", "https://blog.comfy.org/p/trellis2-and-pixal3d-are-now-native" ] } }, "38": { "id": 38, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image generated by FLUX.2 Klein 4B from the text prompt. Required inputs recorded by the coders: text prompt.", "urls": [ "https://github.com/tin2tin/Pallaidium/blob/80083591cfe90ce7039d475265213467fc3ae4d5/models_plugins/image/flux2_klein_4b.py" ] } }, "36": { "id": 36, "review": { "status": "range", "display": "3.0–4.0", "low": 3.0, "high": 4.0 }, "master": { "previous": "2.0", "v3": 2.75, "proposal": "3.0–4.0", "categories": "content: model decides; layout and camera: not applicable; shape: kept; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 1 kept, 2 model-decided, 1 unknown and 0 setting-dependent categories among 4 applicable. The recorded uncertainty gives 3.0–4.0; no midpoint is used.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: fine detail", "settings": "", "calculation": "K=1; M=2; unknown=1; conditional=0; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. Upper: 2 + 3 × 2 ÷ (4 − 1) = 4.0. No midpoint is assigned.", "assessed_output": "Texture views generated per camera by FLUX.2 Klein, projected onto existing meshes. Required inputs recorded by the coders: existing Blender mesh objects; Blender cameras; structure guidance render (depth, normal, workbench or viewport); text prompt; existing mesh; geometry guidance map rendered per camera.", "urls": [ "https://github.com/sakalond/StableGen/blob/1d6e83fc966afc8b2c196c011b75ce7cdaa07c83/stablegen/texturing/workflows.py", "https://github.com/sakalond/StableGen/blob/1d6e83fc966afc8b2c196c011b75ce7cdaa07c83/stablegen/core/properties.py", "https://huggingface.co/black-forest-labs/FLUX.2-klein-base-4B", "https://github.com/sakalond/StableGen" ] } }, "45": { "id": 45, "review": { "status": "range", "display": "2.0–3.5", "low": 2.0, "high": 3.5 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–3.5", "categories": "content: model decides; layout and camera: model decides; shape: unknown; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 3 model-decided, 2 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–3.5; no midpoint is used.", "required": "Establish whether shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: shape, fine detail", "settings": "", "calculation": "K=0; M=3; unknown=2; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 2 ÷ (5 − 1) = 3.5. No midpoint is assigned.", "assessed_output": "Brushed or clicked region replaced by the Nano Banana model. Required inputs recorded by the coders: image; clicked element or brushed area; text instruction.", "urls": [ "https://www.canva.com/features/ai-replace/", "https://www.canva.com/help/using-magic-edit/" ] } }, "46": { "id": 46, "review": { "status": "range", "display": "2.0–4.25", "low": 2.0, "high": 4.25 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–4.25", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 2 model-decided, 3 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–4.25; no midpoint is used.", "required": "Establish whether layout and camera, shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: layout and camera, shape, fine detail", "settings": "", "calculation": "K=0; M=2; unknown=3; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 3 ÷ (5 − 1) = 4.25. No midpoint is assigned.", "assessed_output": "New image area beyond the original canvas border. Required inputs recorded by the coders: image; target size, aspect ratio or freeform expansion area; target size or freeform area.", "urls": [ "https://www.canva.com/features/ai-image-expander/" ] } }, "47": { "id": 47, "review": { "status": "range", "display": "2.0–5.0", "low": 2.0, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–5.0", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 1 model-decided, 4 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: layout and camera, shape, surface appearance, fine detail", "settings": "", "calculation": "K=0; M=1; unknown=4; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Background area exposed behind the extracted subject. Required inputs recorded by the coders: image; clicked or brushed subject.", "urls": [ "https://zapier.com/blog/canva-ai/" ] } }, "48": { "id": 48, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image generated from the text prompt. Required inputs recorded by the coders: text prompt.", "urls": [ "https://www.canva.com/newsroom/news/magic-studio/", "https://voicebot.ai/2023/10/05/canvas-new-magic-studio-pulls-enormous-generative-ai-toolkit-and-200m-creator-fund-out-of-a-hat/" ] } }, "56": { "id": 56, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image generated by the ChatGPT image model from the text request. Required inputs recorded by the coders: text prompt; natural-language request.", "urls": [ "https://developers.openai.com/api/docs/guides/image-generation", "https://learn.chatgpt.com/docs/image-generation" ] } }, "65": { "id": 65, "review": { "status": "range", "display": "3.5–5.0", "low": 3.5, "high": 5.0 }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "3.5–5.0", "categories": "content: depends on setting; layout and camera: kept; shape: kept; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 2 kept, 1 model-decided, 1 unknown and 1 setting-dependent categories among 5 applicable. The recorded uncertainty gives 3.5–5.0; no midpoint is used.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes content, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: fine detail; Setting-dependent: content", "settings": "content: text prompt: the ControlNet paper tests conflicting prompts that change the semantics of the conditioning map.", "calculation": "K=2; M=1; unknown=1; conditional=1; A=5. Lower: 2 + 3 × 2 ÷ (5 − 1) = 3.5. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Whole image generated by SD3.5 Large under Canny ControlNet conditioning. Required inputs recorded by the coders: Canny edge map; text prompt.", "urls": [ "https://stability.ai/news-updates/sd3-5-large-controlnets", "https://arxiv.org/html/2302.05543v3", "https://huggingface.co/stabilityai/stable-diffusion-3.5-large", "https://docs.comfy.org/tutorials/controlnet/controlnet" ] } }, "66": { "id": 66, "review": { "status": "range", "display": "3.5–5.0", "low": 3.5, "high": 5.0 }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "3.5–5.0", "categories": "content: depends on setting; layout and camera: kept; shape: kept; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 2 kept, 1 model-decided, 1 unknown and 1 setting-dependent categories among 5 applicable. The recorded uncertainty gives 3.5–5.0; no midpoint is used.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes content, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: fine detail; Setting-dependent: content", "settings": "content: text prompt: the ControlNet paper tests conflicting prompts that change the semantics of the conditioning map.", "calculation": "K=2; M=1; unknown=1; conditional=1; A=5. Lower: 2 + 3 × 2 ÷ (5 − 1) = 3.5. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Whole image generated by SD3.5 Large under depth ControlNet conditioning. Required inputs recorded by the coders: depth map; text prompt.", "urls": [ "https://stability.ai/news-updates/sd3-5-large-controlnets", "https://docs.comfy.org/tutorials/controlnet/depth-controlnet", "https://arxiv.org/html/2302.05543v3", "https://huggingface.co/stabilityai/stable-diffusion-3.5-large", "https://raw.githubusercontent.com/lllyasviel/ControlNet/main/README.md", "https://docs.comfy.org/tutorials/controlnet/controlnet", "https://huggingface.co/stabilityai/stable-diffusion-3.5-large-controlnet-depth/raw/main/README.md" ] } }, "62": { "id": 62, "review": { "status": "unresolved", "display": "Unresolved", "low": null, "high": null }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "4.25–5.0 (pending SD3.5-specific evidence)", "categories": "content: kept; layout and camera: kept; shape: kept; surface appearance: depends on setting; fine detail: model decides; motion and timing: not applicable", "judgment": "Current placement unresolved. K=3; M=1; unknown=0; conditional=1; A=5. Lower: 2 + 3 × 3 ÷ (5 − 1) = 4.25. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned. This arithmetic reproduces the v5 proposal; it is not a verified current range for SD3.5.", "required": "Verify the claimed retention of content, layout and shape for SD3.5 Large image-to-image in the recorded ComfyUI configuration. Existing evidence partly demonstrates SD1.5 or SDEdit generally. Use model-specific code or documentation, or a controlled SD3.5 test, before adopting 4.25–5.0. Record which documented setting or instruction retains or changes surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Operation-specific source verification; Setting-dependent: surface appearance", "settings": "surface appearance: text prompt: the ComfyUI image-to-image guide describes new versions of the reference in a different style; surface appearance: text prompt: style or colour wording (docs list style conversion and colourizing).", "calculation": "K=3; M=1; unknown=0; conditional=1; A=5. Lower: 2 + 3 × 3 ÷ (5 − 1) = 4.25. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned. This arithmetic reproduces the v5 proposal; it is not a verified current range for SD3.5.", "assessed_output": "Whole image sampled from the noised latent of the input image, then VAE-decoded. Required inputs recorded by the coders: input image; text prompt.", "urls": [ "https://arxiv.org/pdf/2108.01073", "https://docs.comfy.org/tutorials/basic/image-to-image", "https://docs.comfy.org/built-in-nodes/sampling/ksampler", "https://comfyanonymous.github.io/ComfyUI_examples/img2img/" ] } }, "63": { "id": 63, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–upper boundary unresolved", "categories": "content: depends on setting; layout and camera: unknown; shape: depends on setting; surface appearance: depends on setting; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=2; conditional=3; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether layout and camera, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content, layout and camera, fine detail against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes content, shape, surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: layout and camera, fine detail; Setting-dependent: content, shape, surface appearance; Upper endpoint outside equation domain", "settings": "content: denoise: at 1 (the KSampler default) the masked latent becomes pure noise; lower values keep its original structure; shape: denoise: at 1 (the KSampler default) the masked latent becomes pure noise; lower values keep its original structure; surface appearance: denoise: at 1 (the KSampler default) the masked latent becomes pure noise; lower values keep its original structure; text prompt can change textures; shape: text prompt: inpainting wording such as adjusting facial expressions; surface appearance: text prompt: inpainting wording such as modifying clothing textures.", "calculation": "K=0; M=0; unknown=2; conditional=3; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Masked latent region; the unmasked latent is copied back at each step before VAE decoding. Required inputs recorded by the coders: input image; mask; text prompt.", "urls": [ "https://github.com/Comfy-Org/ComfyUI/blob/95539f56344958339e39b7582a476267d489b0ee/comfy/samplers.py", "https://comfyanonymous.github.io/ComfyUI_examples/inpaint/", "https://docs.comfy.org/tutorials/basic/image-to-image", "https://docs.comfy.org/tutorials/basic/inpaint", "https://docs.comfy.org/built-in-nodes/sampling/ksampler", "https://arxiv.org/pdf/2108.01073", "https://blenderneko.github.io/ComfyUI-docs/Core%20Nodes/Latent/inpaint/SetLatentNoiseMask/", "https://docs.comfy.org/built-in-nodes/SetLatentNoiseMask" ] } }, "64": { "id": 64, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image from text. Required inputs recorded by the coders: text prompt.", "urls": [ "https://huggingface.co/stabilityai/stable-diffusion-3.5-large", "https://docs.comfy.org/tutorials/basic/text-to-image" ] } }, "68": { "id": 68, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image: latent prediction plus learned VAE decoding. Required inputs recorded by the coders: text prompt.", "urls": [ "https://huggingface.co/stabilityai/stable-diffusion-3.5-large", "https://raw.githubusercontent.com/Stability-AI/sd3.5/main/sd3_impls.py", "https://arxiv.org/html/2403.03206v1" ] } }, "70": { "id": 70, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.5", "low": 3.5, "high": null }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "3.5–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: unknown; surface appearance: not applicable; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=1; M=0; unknown=2; conditional=0; A=3. Lower: 2 + 3 × 1 ÷ (3 − 1) = 3.5. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for shape against the cited sources; coder agreement is not a substitute for evidence. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=1; M=0; unknown=2; conditional=0; A=3. Lower: 2 + 3 × 1 ÷ (3 − 1) = 3.5. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Untextured mesh generated from one image by the Cube Base geometry model. Required inputs recorded by the coders: single input image; input image.", "urls": [ "https://www.csm.ai/blog/image-to-3d-in-seconds-is-now-better-than-ever", "https://www.csm.ai/academy/master-the-settings-for-image-to-3d", "https://www.csm.ai/blog/sheet-to-3d-for-characters-and-props" ] } }, "81": { "id": 81, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: model decides", "judgment": "Working v5 documentation coding: 0 kept, 6 model-decided, 0 unknown and 0 setting-dependent categories among 6 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=6; unknown=0; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. ", "assessed_output": "Whole video clip, all frames. Required inputs recorded by the coders: text prompt.", "urls": [ "https://seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5" ] } }, "84": { "id": 84, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole raster placed as a new layer or image fill. Required inputs recorded by the coders: text prompt.", "urls": [ "https://help.figma.com/hc/en-us/articles/24004542669463-Make-or-edit-an-image-with-AI", "https://help.figma.com/hc/en-us/articles/37998629035799-Work-with-the-Figma-agent-in-design-files" ] } }, "85": { "id": 85, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–upper boundary unresolved", "categories": "content: unknown; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether content, layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: content, layout and camera, shape, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "New background; whether the subject is regenerated or composited is undocumented. Required inputs recorded by the coders: input image; background description.", "urls": [ "https://help.figma.com/hc/en-us/articles/40779260614935-Use-Weave-tools-in-Figma", "https://www.figma.com/blog/connecting-figma-and-weave/" ] } }, "100": { "id": 100, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 2.75, "proposal": "2.0–upper boundary unresolved", "categories": "content: depends on setting; layout and camera: depends on setting; shape: unknown; surface appearance: depends on setting; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=2; conditional=3; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content, shape, surface appearance against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes content, layout and camera, surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, fine detail; Setting-dependent: content, layout and camera, surface appearance; Upper endpoint outside equation domain", "settings": "layout and camera: text prompt: assigns each reference a role, for example a pose taken from a named reference; content: text prompt: reference roles and content-swap wording; layout and camera: text prompt: whether a reference supplies the spatial layout or a new scene is described; surface appearance: text prompt: style reference roles and clothing or environment changes.", "calculation": "K=0; M=0; unknown=2; conditional=3; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole image combining elements of the reference images in a new scene. Required inputs recorded by the coders: two or more reference images; text prompt; reference images (required on the multi-reference route).", "urls": [ "https://docs.bfl.ai/flux_2/flux2_overview", "https://bfl.ai/blog/flux-2", "https://bfl.ai/models/flux-2", "https://docs.bfl.ai/guides/prompting_guide_flux2", "https://docs.bfl.ai/guides/usecases_editing_character_consistency", "https://docs.bfl.ai/guides/usecases_editing_controlnets", "https://raw.githubusercontent.com/black-forest-labs/flux2/main/src/flux2/sampling.py" ] } }, "101": { "id": 101, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image from text. Required inputs recorded by the coders: text prompt.", "urls": [ "https://docs.bfl.ai/api-reference/models/generate-or-edit-an-image-with-flux2-%5Bpro%5D-preview", "https://docs.bfl.ai/flux_2/flux2_overview", "https://docs.bfl.ai/flux_2/flux2_text_to_image" ] } }, "99": { "id": 99, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–upper boundary unresolved", "categories": "content: depends on setting; layout and camera: unknown; shape: depends on setting; surface appearance: depends on setting; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=2; conditional=3; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether layout and camera, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera, shape, fine detail against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes content, shape, surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: layout and camera, fine detail; Setting-dependent: content, shape, surface appearance; Upper endpoint outside equation domain", "settings": "content: edit instruction: BFL lists replacing people with animals and changing backgrounds; surface appearance: edit instruction: BFL lists texture swaps and a weather-and-sky change; content: edit instruction: add, remove or replace objects; shape: edit instruction: pose and expression changes, subject replacement; surface appearance: edit instruction: recolour, material, texture or background changes.", "calculation": "K=0; M=0; unknown=2; conditional=3; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole image; open FLUX.2 sampling regenerates all pixels with the input image as conditioning. Required inputs recorded by the coders: input image; edit instruction.", "urls": [ "https://docs.bfl.ai/flux_2/flux2_image_editing", "https://andreaskuhr.com/en/the-flux2-guide.html", "https://bfl.ai/blog/flux-2", "https://docs.bfl.ai/guides/prompting_editing_single_reference", "https://raw.githubusercontent.com/black-forest-labs/flux2/main/src/flux2/sampling.py" ] } }, "110": { "id": 110, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image from text. Required inputs recorded by the coders: text prompt.", "urls": [ "https://docs.magnific.com/api-reference/mystic/post-mystic" ] } }, "119": { "id": 119, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image or diagram image inserted into the document. Required inputs recorded by the coders: text prompt; document text as context.", "urls": [ "https://support.google.com/docs/answer/15559738?hl=en", "https://workspaceupdates.googleblog.com/2026/07/generate-and-edit-visuals-with-gemini-in-Google-Docs.html" ] } }, "120": { "id": 120, "review": { "status": "range", "display": "2.0–5.0", "low": 2.0, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–5.0", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: unknown", "judgment": "Working v5 documentation coding: 0 kept, 1 model-decided, 5 unknown and 0 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.0–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, surface appearance, fine detail, motion and timing in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: layout and camera, shape, surface appearance, fine detail, motion and timing", "settings": "", "calculation": "K=0; M=1; unknown=5; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. Upper: 2 + 3 × 5 ÷ (6 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Inserted object with its shadows, or reconstructed area behind a removed object. Required inputs recorded by the coders: video clip; text prompt; region or object mask (Veo 2 insert and remove modes).", "urls": [ "https://blog.google/innovation-and-ai/models-and-research/google-labs/flow-refine-videos/", "https://blog.google/innovation-and-ai/products/veo-updates-flow/", "https://cloud.google.com/blog/products/ai-machine-learning/ultimate-prompting-guide-for-veo-3-1", "https://docs.cloud.google.com/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/VideoGenerationModelInstance" ] } }, "121": { "id": 121, "review": { "status": "range", "display": "2.6–4.4", "low": 2.6, "high": 4.4 }, "master": { "previous": "2.0", "v3": 2.6, "proposal": "2.6–4.4", "categories": "content: kept; layout and camera: model decides; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: model decides", "judgment": "Working v5 documentation coding: 1 kept, 2 model-decided, 3 unknown and 0 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.6–4.4; no midpoint is used.", "required": "Establish whether shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for surface appearance against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: shape, surface appearance, fine detail", "settings": "", "calculation": "K=1; M=2; unknown=3; conditional=0; A=6. Lower: 2 + 3 × 1 ÷ (6 − 1) = 2.6. Upper: 2 + 3 × 4 ÷ (6 − 1) = 4.4. No midpoint is assigned.", "assessed_output": "Whole 8-second video clip built around the asset reference images. Required inputs recorded by the coders: one to three asset reference images; text prompt; reference images (ingredients, required in this mode).", "urls": [ "https://docs.cloud.google.com/vertex-ai/generative-ai/docs/video/use-reference-images-to-guide-video-generation", "https://docs.cloud.google.com/vertex-ai/generative-ai/docs/reference/rest/Shared.Types/VideoGenerationModelInstance", "https://storage.googleapis.com/deepmind-media/Model-Cards/Veo-3-Model-Card.pdf", "https://blog.google/innovation-and-ai/technology/ai/veo-3-1-ingredients-to-video/", "https://ai.google.dev/gemini-api/docs/veo", "https://storage.googleapis.com/deepmind-media/veo/Veo-3-Tech-Report.pdf" ] } }, "387": { "id": 387, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image from text. Required inputs recorded by the coders: text prompt.", "urls": [ "https://deepmind.google/models/gemini-image/pro/", "https://storage.googleapis.com/deepmind-media/Model-Cards/Gemini-3-Pro-Image-Model-Card.pdf" ] } }, "122": { "id": 122, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image inserted on the slide. Required inputs recorded by the coders: text prompt.", "urls": [ "https://support.google.com/docs/answer/16443280?hl=en" ] } }, "125": { "id": 125, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: model decides", "judgment": "Working v5 documentation coding: 0 kept, 6 model-decided, 0 unknown and 0 setting-dependent categories among 6 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=6; unknown=0; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. ", "assessed_output": "Whole clip, including in-context regeneration to 2K. Required inputs recorded by the coders: text prompt.", "urls": [ "https://www.minimax.io/blog/minimax-h3" ] } }, "133": { "id": 133, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole character image: close-up portrait and full-body shot. Required inputs recorded by the coders: attribute menu settings.", "urls": [ "https://higgsfield.ai/creator-hub/help-center/tools/how-do-i-use-ai-influencer", "https://higgsfield.ai/blog/new-ai-influencer" ] } }, "142": { "id": 142, "review": { "status": "range", "display": "2.75–5.0", "low": 2.75, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.75, "proposal": "2.75–5.0", "categories": "content: kept; layout and camera: model decides; shape: unknown; surface appearance: depends on setting; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 1 kept, 1 model-decided, 2 unknown and 1 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.75–5.0; no midpoint is used.", "required": "Establish whether shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Record which documented setting or instruction retains or changes surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: shape, fine detail; Setting-dependent: surface appearance", "settings": "surface appearance: lighting settings: brightness and colour controls inside Angles; surface appearance: lighting control (brightness and color settings).", "calculation": "K=1; M=1; unknown=2; conditional=1; A=5. Lower: 2 + 3 × 1 ÷ (5 − 1) = 2.75. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Whole new image of the input subject from the chosen viewpoint. Required inputs recorded by the coders: input image; viewpoint settings.", "urls": [ "https://higgsfield.ai/blog/Change-the-Angle-of-Any-Image", "https://higgsfield.ai/apps/angles", "https://higgsfield.ai/plugins/figma", "https://higgsfield.ai/blog/edit-photos-with-ai-higgsfield" ] } }, "166": { "id": 166, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: not applicable; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 0 unknown and 0 setting-dependent categories among 4 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=4; unknown=0; conditional=0; A=4. Lower: 2 + 3 × 0 ÷ (4 − 1) = 2.0. ", "assessed_output": "Mesh geometry, UVs and PBR textures placed at the 3D cursor. Required inputs recorded by the coders: text prompt or reference image (either one); text prompt or reference image (alternative routes).", "urls": [ "https://higgsfield.ai/plugins/blender", "https://docs.meshy.ai/en/api/text-to-3d", "https://docs.meshy.ai/en/api/image-to-3d" ] } }, "161": { "id": 161, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: model decides", "judgment": "Working v5 documentation coding: 0 kept, 6 model-decided, 0 unknown and 0 setting-dependent categories among 6 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=6; unknown=0; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. ", "assessed_output": "Soul 2.0 still and the whole Seedance 2.5 clip built from it. Required inputs recorded by the coders: text prompt for the Soul 2.0 node; text prompt for the Seedance 2.5 node; text prompts for each node.", "urls": [ "https://higgsfield.ai/creator-hub/help-center/tools/how-do-i-use-canvas", "https://seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5" ] } }, "127": { "id": 127, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: model decides", "judgment": "Working v5 documentation coding: 0 kept, 6 model-decided, 0 unknown and 0 setting-dependent categories among 6 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=6; unknown=0; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. ", "assessed_output": "Whole clip, 4 to 30 seconds. Required inputs recorded by the coders: text prompt.", "urls": [ "https://docs.higgsfield.ai/docs/models/cinema-studio-4/generate", "https://higgsfield.ai/blog/cinema-studio-4-0", "https://seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5" ] } }, "146": { "id": 146, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.2", "low": 3.2, "high": null }, "master": { "previous": "2.0", "v3": 3.2, "proposal": "3.2–upper boundary unresolved", "categories": "content: kept; layout and camera: depends on setting; shape: unknown; surface appearance: kept; fine detail: unknown; motion and timing: depends on setting", "judgment": "Current placement unresolved. K=2; M=0; unknown=2; conditional=2; A=6. Lower: 2 + 3 × 2 ÷ (6 − 1) = 3.2. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera, motion and timing against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes layout and camera, motion and timing, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, fine detail; Setting-dependent: layout and camera, motion and timing; Upper endpoint outside equation domain", "settings": "layout and camera: text prompt: Seedance 2.5 prompts control camera perspective for a time span; motion and timing: text prompt: the continuation follows the described next action.", "calculation": "K=2; M=0; unknown=2; conditional=2; A=6. Lower: 2 + 3 × 2 ÷ (6 − 1) = 3.2. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "New seconds of video generated before or after the source clip. Required inputs recorded by the coders: source video clip; text prompt.", "urls": [ "https://higgsfield.ai/ai-video-extender", "https://seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5", "https://docs.higgsfield.ai/docs/models/seedance-2-5/video-extend.md", "https://docs.higgsfield.ai/docs/models/seedance-2-5/video-extend", "https://higgsfield.ai/creator-hub/help-center/tools/how-do-i-use-cinema-studio" ] } }, "140": { "id": 140, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "New canvas outside the original image borders. Required inputs recorded by the coders: input image; target aspect ratio.", "urls": [ "https://higgsfield.ai/apps/expand-image", "https://higgsfield.ai/ai-image-extender" ] } }, "144": { "id": 144, "review": { "status": "range", "display": "3.5–4.25", "low": 3.5, "high": 4.25 }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "3.5–4.25", "categories": "content: kept; layout and camera: kept; shape: model decides; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 2 kept, 2 model-decided, 1 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 3.5–4.25; no midpoint is used.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for fine detail against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: fine detail", "settings": "", "calculation": "K=2; M=2; unknown=1; conditional=0; A=5. Lower: 2 + 3 × 2 ÷ (5 − 1) = 3.5. Upper: 2 + 3 × 3 ÷ (5 − 1) = 4.25. No midpoint is assigned.", "assessed_output": "Replacement face in the base image; whole-frame regeneration is undocumented. Required inputs recorded by the coders: base (target) image; face reference image; face image supplying the new identity.", "urls": [ "https://higgsfield.ai/blog/a-simple-guide-to-face-swap", "https://higgsfield.ai/apps/face-swap" ] } }, "147": { "id": 147, "review": { "status": "point", "display": "3.2", "low": 3.2, "high": 3.2 }, "master": { "previous": "2.0", "v3": 3.2, "proposal": "3.2", "categories": "content: model decides; layout and camera: kept; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: kept", "judgment": "Working v5 documentation coding: 2 kept, 4 model-decided, 0 unknown and 0 setting-dependent categories among 6 applicable. The category formula gives 3.2.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=2; M=4; unknown=0; conditional=0; A=6. Lower: 2 + 3 × 2 ÷ (6 − 1) = 3.2. ", "assessed_output": "Whole new video: characters, setting and look rebuilt over the source motion. Required inputs recorded by the coders: source video; reference images or a preset (one of; the API route requires 1-8 references); source video (4 to 30 seconds).", "urls": [ "https://higgsfield.ai/blog/edit-ai-video-without-regenerating", "https://higgsfield.ai/genjutsu", "https://higgsfield.ai/blog/higgsfield-genjutsu" ] } }, "148": { "id": 148, "review": { "status": "range", "display": "2.6–5.0", "low": 2.6, "high": 5.0 }, "master": { "previous": "2.0", "v3": 3.2, "proposal": "2.6–5.0", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: kept", "judgment": "Working v5 documentation coding: 1 kept, 1 model-decided, 4 unknown and 0 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.6–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: layout and camera, shape, surface appearance, fine detail", "settings": "", "calculation": "K=1; M=1; unknown=4; conditional=0; A=6. Lower: 2 + 3 × 1 ÷ (6 − 1) = 2.6. Upper: 2 + 3 × 5 ÷ (6 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "The replacement object, character or element across the clip. Required inputs recorded by the coders: source video; reference images or a preset (one of; the API route requires references); source video (4 to 30 seconds).", "urls": [ "https://higgsfield.ai/blog/edit-ai-video-without-regenerating", "https://docs.higgsfield.ai/docs/models/genjutsu/object-swap" ] } }, "130": { "id": 130, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.8", "low": 3.8, "high": null }, "master": { "previous": "2.0", "v3": 3.2, "proposal": "3.8–upper boundary unresolved", "categories": "content: kept; layout and camera: depends on setting; shape: kept; surface appearance: depends on setting; fine detail: unknown; motion and timing: kept", "judgment": "Current placement unresolved. K=3; M=0; unknown=1; conditional=2; A=6. Lower: 2 + 3 × 3 ÷ (6 − 1) = 3.8. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Record which documented setting or instruction retains or changes layout and camera, surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: fine detail; Setting-dependent: layout and camera, surface appearance; Upper endpoint outside equation domain", "settings": "layout and camera: character_orientation: video (default) makes camera follow the motion video; image lets prompts set camera; surface appearance: optional text prompt: Kling lets text set clothing styles and lighting; layout and camera: Character Orientation: Matches Image (camera movement then set by prompt); default Matches Video; surface appearance: text prompt: clothing styles, scene and background elements.", "calculation": "K=3; M=0; unknown=1; conditional=2; A=6. Lower: 2 + 3 × 3 ÷ (6 − 1) = 3.8. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole video clip; every frame is generated. Required inputs recorded by the coders: character image; motion reference video.", "urls": [ "https://kling.ai/blog/ai-motion-transfer-video-tutorial", "https://open.higgsfield.ai/models/kling-video/v3/motion-control/pro/api-reference", "https://kling.ai/quickstart/motion-control-user-guide", "https://arxiv.org/html/2603.03160v1", "https://higgsfield.ai/creator-hub/help-center/ai-models/how-do-i-use-kling" ] } }, "132": { "id": 132, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: model decides", "judgment": "Working v5 documentation coding: 0 kept, 6 model-decided, 0 unknown and 0 setting-dependent categories among 6 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=6; unknown=0; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. ", "assessed_output": "Whole clip, all shots and frames. Required inputs recorded by the coders: text prompt.", "urls": [ "https://kling.ai/quickstart/klingai-video-3-model-user-guide" ] } }, "131": { "id": 131, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 4.4, "proposal": "2.0–upper boundary unresolved", "categories": "content: depends on setting; layout and camera: depends on setting; shape: depends on setting; surface appearance: depends on setting; fine detail: unknown; motion and timing: depends on setting", "judgment": "Current placement unresolved. K=0; M=0; unknown=1; conditional=5; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for shape, surface appearance, fine detail, motion and timing against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes content, layout and camera, shape, surface appearance, motion and timing, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: fine detail; Setting-dependent: content, layout and camera, shape, surface appearance, motion and timing; Upper endpoint outside equation domain", "settings": "content: edit instruction: Kling documents adding, modifying or removing subjects and backgrounds; layout and camera: edit instruction: Kling documents changing shot composition and angles; content: edit instruction: add, modify or remove subjects and backgrounds; layout and camera: edit instruction: shot composition and angle changes; shape: edit instruction: redraw and replace the main subject; surface appearance: edit instruction: style, colour, environment and weather changes; motion and timing: edit instruction: freeze-the-environment effect.", "calculation": "K=0; M=0; unknown=1; conditional=5; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole output frame sequence; Kling-Omni regenerates unedited regions as well. Required inputs recorded by the coders: source video; edit instruction.", "urls": [ "https://kling.ai/quickstart/klingai-video-o1-user-guide", "https://higgsfield.ai/video-to-video", "https://arxiv.org/html/2512.16776v1", "https://kling.ai/quickstart/klingai-video-3-omni-model-user-guide", "https://docs.higgsfield.ai/docs/models/kling-o3/video-edit" ] } }, "136": { "id": 136, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 5.0, "proposal": "2.0–upper boundary unresolved", "categories": "content: unknown; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether content, layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: content, layout and camera, shape, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Background hidden behind separated elements; visible layer pixels possibly re-rendered (undocumented). Required inputs recorded by the coders: source image.", "urls": [ "https://seed.bytedance.com/en/blog/beyond-generation-it-understands-design-introducing-seedream-5-0-pro", "https://www.segmind.com/models/seedream-5-pro-layer-decomposition", "https://higgsfield.ai/blog/edit-photos-with-ai-higgsfield" ] } }, "138": { "id": 138, "review": { "status": "range", "display": "4.25–5.0", "low": 4.25, "high": 5.0 }, "master": { "previous": "2.0", "v3": 4.25, "proposal": "4.25–5.0", "categories": "content: model decides; layout and camera: kept; shape: kept; surface appearance: kept; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 3 kept, 1 model-decided, 1 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 4.25–5.0; no midpoint is used.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: fine detail", "settings": "", "calculation": "K=3; M=1; unknown=1; conditional=0; A=5. Lower: 2 + 3 × 3 ÷ (5 − 1) = 4.25. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Newly rendered replacement text lines set into the source design. Required inputs recorded by the coders: source image containing text; replacement wording (typed); replacement wording typed for a detected line.", "urls": [ "https://higgsfield.ai/blog/edit-photos-with-ai-higgsfield" ] } }, "156": { "id": 156, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.75, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole campaign image from a prompt, optionally with supplied images. Required inputs recorded by the coders: text prompt.", "urls": [ "https://docs.higgsfield.ai/docs/models/marketing-studio-image/generate-and-edit" ] } }, "159": { "id": 159, "review": { "status": "range", "display": "2.0–5.0", "low": 2.0, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.75, "proposal": "2.0–5.0", "categories": "content: unknown; layout and camera: model decides; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 1 model-decided, 4 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–5.0; no midpoint is used.", "required": "Establish whether content, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content, surface appearance against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: content, shape, surface appearance, fine detail", "settings": "", "calculation": "K=0; M=1; unknown=4; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Whole poster or banner image with the product as subject; Layers edits follow. Required inputs recorded by the coders: product image or product link (one of); Posters template (preset); product image or product page link.", "urls": [ "https://higgsfield.ai/blog/new-marketing-studio-higgsfield", "https://higgsfield.ai/ai-ad-generator", "https://higgsfield.ai/creator-hub/help-center/tools/how-do-i-use-marketing-studio-to-create-video-ads", "https://higgsfield.ai/marketing-studio-intro" ] } }, "158": { "id": 158, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.6", "low": 2.6, "high": null }, "master": { "previous": "2.0", "v3": 2.6, "proposal": "2.6–upper boundary unresolved", "categories": "content: kept; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: unknown", "judgment": "Current placement unresolved. K=1; M=0; unknown=5; conditional=0; A=6. Lower: 2 + 3 × 1 ÷ (6 − 1) = 2.6. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether layout and camera, shape, surface appearance, fine detail, motion and timing in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera, motion and timing against the cited sources; coder agreement is not a substitute for evidence. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: layout and camera, shape, surface appearance, fine detail, motion and timing; Upper endpoint outside equation domain", "settings": "", "calculation": "K=1; M=0; unknown=5; conditional=0; A=6. Lower: 2 + 3 × 1 ÷ (6 − 1) = 2.6. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole new clip following a supplied reference ad, with the product as subject. Required inputs recorded by the coders: reference ad (video); product image or product link (one of); reference ad video; product image or product page link.", "urls": [ "https://higgsfield.ai/blog/new-marketing-studio-higgsfield", "https://higgsfield.ai/ai-ad-generator", "https://higgsfield.ai/creator-hub/help-center/tools/how-do-i-use-marketing-studio-to-create-video-ads", "https://higgsfield.ai/marketing-studio-intro", "https://higgsfield.ai/blog/make-100-creative-ads" ] } }, "157": { "id": 157, "review": { "status": "range", "display": "2.6–4.4", "low": 2.6, "high": 4.4 }, "master": { "previous": "2.0", "v3": 2.6, "proposal": "2.6–4.4", "categories": "content: kept; layout and camera: model decides; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: model decides", "judgment": "Working v5 documentation coding: 1 kept, 2 model-decided, 3 unknown and 0 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.6–4.4; no midpoint is used.", "required": "Establish whether shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for surface appearance against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: shape, surface appearance, fine detail", "settings": "", "calculation": "K=1; M=2; unknown=3; conditional=0; A=6. Lower: 2 + 3 × 1 ÷ (6 − 1) = 2.6. Upper: 2 + 3 × 4 ÷ (6 − 1) = 4.4. No midpoint is assigned.", "assessed_output": "Whole UGC-style clip up to 15 seconds, generated with the product as subject. Required inputs recorded by the coders: product image or product link (one of); UGC template (preset); product image or product page link (images extracted from the page).", "urls": [ "https://higgsfield.ai/blog/new-marketing-studio-higgsfield", "https://higgsfield.ai/ai-ad-generator", "https://higgsfield.ai/creator-hub/help-center/tools/how-do-i-use-marketing-studio-to-create-video-ads" ] } }, "128": { "id": 128, "review": { "status": "range", "display": "2.0–3.5", "low": 2.0, "high": 3.5 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–3.5", "categories": "content: model decides; layout and camera: model decides; shape: depends on setting; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 3 model-decided, 1 unknown and 1 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–3.5; no midpoint is used.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for fine detail against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes shape, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: fine detail; Setting-dependent: shape", "settings": "shape: text instruction (documented to change shapes in the masked area); shape: text instruction, documented to change shapes inside the mask.", "calculation": "K=0; M=3; unknown=1; conditional=1; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 2 ÷ (5 − 1) = 3.5. No midpoint is assigned.", "assessed_output": "New content inside the painted mask. Required inputs recorded by the coders: source image; painted mask; text instruction.", "urls": [ "https://higgsfield.ai/blog/Top-Editing-Tool-in-2025-Nano-Banana-Pro-Inpaint", "https://higgsfield.ai/image-editing" ] } }, "160": { "id": 160, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Up to 8 fully generated storyboard frames. Required inputs recorded by the coders: text prompt or image references (one of); written prompt or image references (either one).", "urls": [ "https://higgsfield.ai/creator-hub/help-center/ai-models/how-do-i-use-popcorn", "https://higgsfield.ai/blog/How-to-Use-AI-for-Storyboards-Higgsfield-Popcorn" ] } }, "154": { "id": 154, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–upper boundary unresolved", "categories": "content: unknown; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: unknown", "judgment": "Current placement unresolved. K=0; M=0; unknown=6; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether content, layout and camera, shape, surface appearance, fine detail, motion and timing in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for surface appearance against the cited sources; coder agreement is not a substitute for evidence. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: content, layout and camera, shape, surface appearance, fine detail, motion and timing; Upper endpoint outside equation domain", "settings": "", "calculation": "K=0; M=0; unknown=6; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Regenerated areas filling the new aspect ratio; original-area pass-through undocumented. Required inputs recorded by the coders: source video; target aspect ratio.", "urls": [ "https://higgsfield.ai/ai-video-reframer", "https://higgsfield.ai/plugins/after-effects" ] } }, "149": { "id": 149, "review": { "status": "range", "display": "2.0–5.0", "low": 2.0, "high": 5.0 }, "master": { "previous": "2.0", "v3": 3.2, "proposal": "2.0–5.0", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: unknown", "judgment": "Working v5 documentation coding: 0 kept, 1 model-decided, 5 unknown and 0 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.0–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, surface appearance, fine detail, motion and timing in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for motion and timing against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera, shape, surface appearance, fine detail, motion and timing", "settings": "", "calculation": "K=0; M=1; unknown=5; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. Upper: 2 + 3 × 5 ÷ (6 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "The marked region's revised content carried across the clip. Required inputs recorded by the coders: source video; sketched or edited frame at a timestamp; text instruction; source video (up to 30 seconds); edited or sketched frame image; frame timestamp; edit instruction.", "urls": [ "https://higgsfield.ai/blog/seedance-2-5-on-higgsfield-2026", "https://higgsfield.ai/blog/edit-ai-video-without-regenerating", "https://higgsfield.ai/creator-hub/help-center/ai-models/how-do-i-use-seedance", "https://higgsfield.ai/plugins/after-effects", "https://github.com/higgsfield-ai/skills/blob/main/higgsfield-generate/references/workflows.md" ] } }, "129": { "id": 129, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole generated image. Required inputs recorded by the coders: text prompt or reference image (one of); text prompt or one reference image (either one).", "urls": [ "https://higgsfield.ai/creator-hub/help-center/ai-models/how-do-i-use-soul-to-generate-images", "https://higgsfield.ai/soul-intro" ] } }, "134": { "id": 134, "review": { "status": "range", "display": "2.75–5.0", "low": 2.75, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.75, "proposal": "2.75–5.0", "categories": "content: kept; layout and camera: model decides; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 1 kept, 1 model-decided, 3 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.75–5.0; no midpoint is used.", "required": "Establish whether shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for shape, surface appearance, fine detail against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: shape, surface appearance, fine detail", "settings": "", "calculation": "K=1; M=1; unknown=3; conditional=0; A=5. Lower: 2 + 3 × 1 ÷ (5 − 1) = 2.75. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "A set of 15 fully generated images of one Soul ID character. Required inputs recorded by the coders: Soul ID character; preset; Soul ID character (trained on 20 or more photos); one of two presets.", "urls": [ "https://higgsfield.ai/creator-hub/help-center/ai-models/how-do-i-create-and-use-a-soul-id-character", "https://higgsfield.ai/blog/how-to-create-ai-photodump-higgsfield-soul", "https://higgsfield.ai/blog/Why-Does-Your-AI-Characters-Face-Keep-Changing", "https://higgsfield.ai/blog/sould-id-best-character-consistency" ] } }, "135": { "id": 135, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole generated still with a built-in cinematic look. Required inputs recorded by the coders: text prompt or reference image (one of); text prompt or one reference image (either one).", "urls": [ "https://higgsfield.ai/creator-hub/help-center/ai-models/how-do-i-use-soul-cinema", "https://higgsfield.ai/soul-cinema" ] } }, "150": { "id": 150, "review": { "status": "range", "display": "2.6–5.0", "low": 2.6, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.6, "proposal": "2.6–5.0", "categories": "content: kept; layout and camera: unknown; shape: unknown; surface appearance: depends on setting; fine detail: unknown; motion and timing: model decides", "judgment": "Working v5 documentation coding: 1 kept, 1 model-decided, 3 unknown and 1 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.6–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Record which documented setting or instruction retains or changes surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: layout and camera, shape, fine detail; Setting-dependent: surface appearance", "settings": "surface appearance: scene template (General, Selfie, Podcast, Car Talking and more).", "calculation": "K=1; M=1; unknown=3; conditional=1; A=6. Lower: 2 + 3 × 1 ÷ (6 − 1) = 2.6. Upper: 2 + 3 × 5 ÷ (6 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Whole talking video generated from one still image. Required inputs recorded by the coders: character image; speech as audio or text (audio ignored); one character image.", "urls": [ "https://higgsfield.ai/creator-hub/help-center/ai-models/how-do-i-use-lipsync-voiceover-and-aspect-ratios", "https://www.segmind.com/models/higgsfield-speech2video" ] } }, "151": { "id": 151, "review": { "status": "range", "display": "2.6–4.4", "low": 2.6, "high": 4.4 }, "master": { "previous": "2.0", "v3": 3.8, "proposal": "2.6–4.4", "categories": "content: kept; layout and camera: unknown; shape: model decides; surface appearance: model decides; fine detail: unknown; motion and timing: unknown", "judgment": "Working v5 documentation coding: 1 kept, 2 model-decided, 3 unknown and 0 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.6–4.4; no midpoint is used.", "required": "Establish whether layout and camera, fine detail, motion and timing in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera, fine detail, motion and timing against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera, fine detail, motion and timing", "settings": "", "calculation": "K=1; M=2; unknown=3; conditional=0; A=6. Lower: 2 + 3 × 1 ÷ (6 − 1) = 2.6. Upper: 2 + 3 × 4 ÷ (6 − 1) = 4.4. No midpoint is assigned.", "assessed_output": "New lip and lower-face region, composited back into each frame. Required inputs recorded by the coders: source video; target audio (ignored); source video of a speaker.", "urls": [ "https://sync.so/docs/product/how-ai-lip-sync-works", "https://wavespeed.ai/blog/posts/introducing-sync-lipsync-3-on-wavespeedai/", "https://sync.so/docs/models/sync-3", "https://sync.so/docs/models/lipsync" ] } }, "169": { "id": 169, "review": { "status": "range", "display": "2.0–4.25", "low": 2.0, "high": 4.25 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–4.25", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 2 model-decided, 3 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–4.25; no midpoint is used.", "required": "Establish whether layout and camera, shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for shape against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera, shape, fine detail", "settings": "", "calculation": "K=0; M=2; unknown=3; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 3 ÷ (5 − 1) = 4.25. No midpoint is assigned.", "assessed_output": "Masked area (Magic Fill) or new canvas beyond the original edges (Extend). Required inputs recorded by the coders: source image; mask or placed generation window; prompt; mask or extended generation window; text prompt.", "urls": [ "https://docs.ideogram.ai/canvas-and-editing/canvas/extend", "https://docs.ideogram.ai/canvas-and-editing/canvas/magic-fill", "https://ideogram.ai/features/canvas/" ] } }, "170": { "id": 170, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole generated image. Required inputs recorded by the coders: structured text prompt.", "urls": [ "https://ideogram.ai/blog/ideogram-4.0/" ] } }, "175": { "id": 175, "review": { "status": "range", "display": "2.75–3.5", "low": 2.75, "high": 3.5 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.75–3.5", "categories": "content: model decides; layout and camera: kept; shape: unknown; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 1 kept, 3 model-decided, 1 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.75–3.5; no midpoint is used.", "required": "Establish whether shape in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: shape", "settings": "", "calculation": "K=1; M=3; unknown=1; conditional=0; A=5. Lower: 2 + 3 × 1 ÷ (5 − 1) = 2.75. Upper: 2 + 3 × 2 ÷ (5 − 1) = 3.5. No midpoint is assigned.", "assessed_output": "Whole image in the generation frame, with a painted region guided by its own prompt. Required inputs recorded by the coders: main prompt; regional guidance layer (painted area with its own prompt); regional guidance layer (painted region with its own prompt).", "urls": [ "https://github.com/invoke-ai/InvokeAI/blob/main/docs/src/content/docs/Users%20Guide/07.Canvas/01.introduction.mdx", "https://github.com/invoke-ai/InvokeAI/blob/main/docs/src/content/docs/Users%20Guide/03.Models/Local%20Models/flux-2.mdx" ] } }, "177": { "id": 177, "review": { "status": "range", "display": "2.6–5.0", "low": 2.6, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.6, "proposal": "2.6–5.0", "categories": "content: kept; layout and camera: depends on setting; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: model decides", "judgment": "Working v5 documentation coding: 1 kept, 1 model-decided, 3 unknown and 1 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.6–5.0; no midpoint is used.", "required": "Establish whether shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Record which documented setting or instruction retains or changes layout and camera, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: shape, surface appearance, fine detail; Setting-dependent: layout and camera", "settings": "layout and camera: prompt (documented to define camera movement); layout and camera: motion prompt (auto-drafted, editable) that can specify camera movement.", "calculation": "K=1; M=1; unknown=3; conditional=1; A=6. Lower: 2 + 3 × 1 ÷ (6 − 1) = 2.6. Upper: 2 + 3 × 5 ÷ (6 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "A 5-second clip continuing from the uploaded image, which forms the first frame. Required inputs recorded by the coders: image layer; image layer (static PNG, JPEG or WebP).", "urls": [ "https://help.jitter.video/en/articles/13671056-transform-images-into-video-with-ai", "https://jitter.video/changelog/2026-02-10-image-to-video/" ] } }, "179": { "id": 179, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.0", "low": 3.0, "high": null }, "master": { "previous": "2.0", "v3": 3.0, "proposal": "3.0–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: depends on setting; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=1; M=0; unknown=2; conditional=1; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for surface appearance, fine detail against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes shape, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: surface appearance, fine detail; Setting-dependent: shape; Upper endpoint outside equation domain", "settings": "shape: asset pose for characters (Image pose, T-pose, A-pose); shape: Asset pose (Image pose, T-pose, A-pose).", "calculation": "K=1; M=0; unknown=2; conditional=1; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "A 3D mesh of the pictured object, then artist-cleaned and optionally textured. Required inputs recorded by the coders: input images of one object; one to ten images of one object.", "urls": [ "https://docs.kaedim3d.com/creating-assets/game-ready-assets", "https://docs.kaedim3d.com/welcome/faq" ] } }, "181": { "id": 181, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "2.0–upper boundary unresolved", "categories": "content: unknown; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether content, layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content, layout and camera, surface appearance against the cited sources; coder agreement is not a substitute for evidence. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: content, layout and camera, shape, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "A generated setting around the rendered product; 2026.1 product handling undocumented. Required inputs recorded by the coders: KeyShot render of the CAD model; prompt; text prompt.", "urls": [ "https://www.keyshot.com/blog/ai-shots-2026-1-introduction/", "https://www.keyshot.com/blog/introducing-ai-keyshot-studio/", "https://manuals.keyshot.com/kss2026/en-us/manual/AI-Shots.htm", "https://www.keyshot.com/blog/keyshot-studio-performance-updates-version-2026-1/" ] } }, "182": { "id": 182, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole generated image. Required inputs recorded by the coders: prompt; text prompt.", "urls": [ "https://www.keyshot.com/blog/ai-shots-2026-1-introduction/", "https://manuals.keyshot.com/kss2026/en-us/manual/AI-Shots.htm" ] } }, "184": { "id": 184, "review": { "status": "range", "display": "2.0–5.0", "low": 2.0, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–5.0", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: depends on setting; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 1 model-decided, 3 unknown and 1 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Record which documented setting or instruction retains or changes surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: layout and camera, shape, fine detail; Setting-dependent: surface appearance", "settings": "surface appearance: prompt (documented to change a specific material in the masked region); surface appearance: text prompt, documented to change a specific material in the masked region.", "calculation": "K=0; M=1; unknown=3; conditional=1; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "New content inside the painted mask. Required inputs recorded by the coders: rendered or generated image; painted mask; prompt; existing image; text prompt.", "urls": [ "https://www.keyshot.com/blog/keyshot-studio-performance-updates-version-2026-1/", "https://www.keyshot.com/blog/ai-shots-2026-1-introduction/" ] } }, "185": { "id": 185, "review": { "status": "range", "display": "4.25–5.0", "low": 4.25, "high": 5.0 }, "master": { "previous": "2.0", "v3": 4.25, "proposal": "4.25–5.0", "categories": "content: kept; layout and camera: kept; shape: kept; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 3 kept, 1 model-decided, 1 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 4.25–5.0; no midpoint is used.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: fine detail", "settings": "", "calculation": "K=3; M=1; unknown=1; conditional=0; A=5. Lower: 2 + 3 × 3 ÷ (5 − 1) = 4.25. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Whole image: the CAD model rendered by AI with new materials, lighting and setting. Required inputs recorded by the coders: CAD model scene in KeyShot; prompt; CAD model in the KeyShot scene (3D data); text prompt.", "urls": [ "https://www.keyshot.com/blog/introducing-ai-keyshot-studio/", "https://www.keyshot.com/blog/ai-shots-2026-1-introduction/", "https://manuals.keyshot.com/kss2026/en-us/manual/AI-Shots.htm", "https://keyshot.inneo.co.uk/keyshot-studio-ai/" ] } }, "188": { "id": 188, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole generated still. Required inputs recorded by the coders: text prompt.", "urls": [ "https://kling.ai/quickstart/klingai-image-3-model-user-guide" ] } }, "190": { "id": 190, "review": { "status": "range", "display": "2.6–4.4", "low": 2.6, "high": 4.4 }, "master": { "previous": "2.0", "v3": 2.6, "proposal": "2.6–4.4", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: model decides; fine detail: unknown; motion and timing: kept", "judgment": "Working v5 documentation coding: 1 kept, 2 model-decided, 3 unknown and 0 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.6–4.4; no midpoint is used.", "required": "Establish whether layout and camera, shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for fine detail against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera, shape, fine detail", "settings": "", "calculation": "K=1; M=2; unknown=3; conditional=0; A=6. Lower: 2 + 3 × 1 ÷ (6 − 1) = 2.6. Upper: 2 + 3 × 4 ÷ (6 − 1) = 4.4. No midpoint is assigned.", "assessed_output": "Every output frame, generated live from the camera or screen feed. Required inputs recorded by the coders: live webcam or screen feed; prompt; text prompt.", "urls": [ "https://www.krea.ai/blog/realtime-edit", "https://www.krea.ai/docs/user-guide/features/realtime" ] } }, "189": { "id": 189, "review": { "status": "range", "display": "2.0–4.25", "low": 2.0, "high": 4.25 }, "master": { "previous": "2.0", "v3": 2.75, "proposal": "2.0–4.25", "categories": "content: model decides; layout and camera: depends on setting; shape: depends on setting; surface appearance: unknown; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 2 model-decided, 1 unknown and 2 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–4.25; no midpoint is used.", "required": "Establish whether surface appearance in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera, shape, surface appearance against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes layout and camera, shape, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: surface appearance; Setting-dependent: layout and camera, shape", "settings": "layout and camera: AI Strength slider: high values documented to take liberties with drawn forms; shape: AI Strength slider: high values documented to take liberties with drawn forms.", "calculation": "K=0; M=2; unknown=1; conditional=2; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 3 ÷ (5 − 1) = 4.25. No midpoint is assigned.", "assessed_output": "Whole output frame generated from the live canvas and prompt. Required inputs recorded by the coders: canvas (strokes, shapes, colour blocks, placed images); text prompt; Draw-mode canvas (brushstrokes, shapes, uploaded images).", "urls": [ "https://www.krea.ai/blog/realtime-edit", "https://www.krea.ai/docs/user-guide/features/realtime", "https://chasejarvis.com/blog/krea-ai/" ] } }, "192": { "id": 192, "review": { "status": "range", "display": "2.0–4.25", "low": 2.0, "high": 4.25 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–4.25", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 2 model-decided, 3 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–4.25; no midpoint is used.", "required": "Establish whether layout and camera, shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera, shape, fine detail against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera, shape, fine detail", "settings": "", "calculation": "K=0; M=2; unknown=3; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 3 ÷ (5 − 1) = 4.25. No midpoint is assigned.", "assessed_output": "Content inside the selection, generated by FLUX.2 Klein and alpha-composited onto the canvas. Required inputs recorded by the coders: canvas image; selection; source image on the canvas.", "urls": [ "https://docs.interstice.cloud/selections/", "https://docs.interstice.cloud/base-models/", "https://docs.interstice.cloud/basics/" ] } }, "194": { "id": 194, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole new image at canvas size; existing canvas content is ignored. Required inputs recorded by the coders: text prompt.", "urls": [ "https://docs.interstice.cloud/basics/" ] } }, "193": { "id": 193, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–upper boundary unresolved", "categories": "content: unknown; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether content, layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content, layout and camera, shape, surface appearance, fine detail against the cited sources; coder agreement is not a substitute for evidence. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: content, layout and camera, shape, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole preview image regenerated from the painted canvas on each change. Required inputs recorded by the coders: painted canvas; live painted canvas.", "urls": [ "https://docs.interstice.cloud/basics/" ] } }, "195": { "id": 195, "review": { "status": "range", "display": "2.0–4.25", "low": 2.0, "high": 4.25 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–4.25", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: depends on setting; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 2 model-decided, 2 unknown and 1 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–4.25; no midpoint is used.", "required": "Establish whether layout and camera, shape in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera, shape, surface appearance against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: layout and camera, shape; Setting-dependent: surface appearance", "settings": "surface appearance: Style Presets and optional prompt (style variations of the same sketch).", "calculation": "K=0; M=2; unknown=2; conditional=1; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 3 ÷ (5 − 1) = 4.25. No midpoint is assigned.", "assessed_output": "Whole preview image generated from the sketch and optional prompt. Required inputs recorded by the coders: sketch on canvas; sketch on the canvas.", "urls": [ "https://intercom.help/leonardo-ai/en/articles/8658301-realtime-canvas", "https://chasejarvis.com/blog/leonardo-ai/" ] } }, "199": { "id": 199, "review": { "status": "range", "display": "2.6–5.0", "low": 2.6, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.6, "proposal": "2.6–5.0", "categories": "content: kept; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: model decides", "judgment": "Working v5 documentation coding: 1 kept, 1 model-decided, 4 unknown and 0 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.6–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: layout and camera, shape, surface appearance, fine detail", "settings": "", "calculation": "K=1; M=1; unknown=4; conditional=0; A=6. Lower: 2 + 3 × 1 ÷ (6 − 1) = 2.6. Upper: 2 + 3 × 5 ÷ (6 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Whole generated video clip from the supplied image. Required inputs recorded by the coders: image; source image (image-to-video route).", "urls": [ "https://www.lookx.ai/" ] } }, "200": { "id": 200, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–upper boundary unresolved", "categories": "content: unknown; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether content, layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for shape, surface appearance, fine detail against the cited sources; coder agreement is not a substitute for evidence. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: content, layout and camera, shape, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole rendered architectural image from the sketch. Required inputs recorded by the coders: sketch; sketch or massing screenshot (base image).", "urls": [ "https://www.lookx.ai/", "https://parametric-architecture.com/lookx-launched-an-ai-generated-tool-that-can-transform-sketch-or-squashed-paper-into-a-model/", "https://blog.chaos.com/free-ai-rendering-tools-for-architecture-students" ] } }, "202": { "id": 202, "review": { "status": "range", "display": "3.2–5.0", "low": 3.2, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.6, "proposal": "3.2–5.0", "categories": "content: kept; layout and camera: unknown; shape: unknown; surface appearance: kept; fine detail: unknown; motion and timing: model decides", "judgment": "Working v5 documentation coding: 2 kept, 1 model-decided, 3 unknown and 0 setting-dependent categories among 6 applicable. The recorded uncertainty gives 3.2–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: layout and camera, shape, fine detail", "settings": "", "calculation": "K=2; M=1; unknown=3; conditional=0; A=6. Lower: 2 + 3 × 2 ÷ (6 − 1) = 3.2. Upper: 2 + 3 × 5 ÷ (6 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "All frames of the clip, including frames at and between pinned keyframes. Required inputs recorded by the coders: one or more keyframe images; text prompt; keyframe images (one or more).", "urls": [ "https://fal.ai/ray-3.2", "https://docs.agents.lumalabs.ai/guides/videos/generation" ] } }, "201": { "id": 201, "review": { "status": "range", "display": "2.0–5.0", "low": 2.0, "high": 5.0 }, "master": { "previous": "2.0", "v3": 3.2, "proposal": "2.0–5.0", "categories": "content: depends on setting; layout and camera: depends on setting; shape: depends on setting; surface appearance: model decides; fine detail: unknown; motion and timing: depends on setting", "judgment": "Working v5 documentation coding: 0 kept, 1 model-decided, 1 unknown and 4 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.0–5.0; no midpoint is used.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for fine detail against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes content, layout and camera, shape, motion and timing, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: fine detail; Setting-dependent: content, layout and camera, shape, motion and timing", "settings": "content: Faces On/Off; prompt (characters can be replaced); layout and camera: Structure Off or 1-9; Motion Off or 1-9 (camera movement); shape: Structure Off or 1-9; Bodies On/Off; motion and timing: Motion Off or 1-9; content: Faces and Bodies lock toggles; prompt or keyframes can transform characters; layout and camera: Motion and Structure controls (Off or 1-9); both Off frees the scene; shape: Structure control: low values reinvent shapes; Off value; motion and timing: Motion and Structure Off (Poses-only): non-tracked scene motion is freed.", "calculation": "K=0; M=1; unknown=1; conditional=4; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. Upper: 2 + 3 × 5 ÷ (6 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Every frame of the restyled clip, at source duration. Required inputs recorded by the coders: source video clip; prompt or keyframe images (at least one; alternatives).", "urls": [ "https://lumalabs.ai/learning-center/articles/ray-3-2-video-to-video", "https://runware.ai/docs/models/luma-ray3-2/guides/editing-video", "https://lumalabs.ai/ray" ] } }, "203": { "id": 203, "review": { "status": "range", "display": "2.0–4.25", "low": 2.0, "high": 4.25 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–4.25", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 2 model-decided, 3 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–4.25; no midpoint is used.", "required": "Establish whether layout and camera, shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for fine detail against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera, shape, fine detail", "settings": "", "calculation": "K=0; M=2; unknown=3; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 3 ÷ (5 − 1) = 4.25. No midpoint is assigned.", "assessed_output": "Fill inside the brushed area where the object is erased. Required inputs recorded by the coders: photo; brushed area; source photo; brushed region.", "urls": [ "https://support.skylum.com/extra-tools/generative-tools/generase", "https://blog.skylum.com/get-results-with-luminar-neo-generative-ai-tools/", "https://support.skylum.com/luminar-neo-tips/generative-tools-in-luminar-neo-everything-you-need-to-know", "https://skylum.com/luminar/generase", "https://techcrunch.com/2023/10/26/luminar-neo-brings-generative-ai-tools-to-hobbyist-photographers" ] } }, "204": { "id": 204, "review": { "status": "range", "display": "2.0–2.75", "low": 2.0, "high": 2.75 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–2.75", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 1 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–2.75; no midpoint is used.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for fine detail against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: fine detail", "settings": "", "calculation": "K=0; M=4; unknown=1; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 1 ÷ (5 − 1) = 2.75. No midpoint is assigned.", "assessed_output": "New canvas area outside the original image borders. Required inputs recorded by the coders: photo; expanded canvas borders; source photo; expanded canvas border.", "urls": [ "https://support.skylum.com/extra-tools/generative-tools/genexpand", "https://skylum.com/luminar/genexpand", "https://techcrunch.com/2023/10/26/luminar-neo-brings-generative-ai-tools-to-hobbyist-photographers" ] } }, "205": { "id": 205, "review": { "status": "range", "display": "2.0–2.75", "low": 2.0, "high": 2.75 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–2.75", "categories": "content: model decides; layout and camera: unknown; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 1 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–2.75; no midpoint is used.", "required": "Establish whether layout and camera in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera", "settings": "", "calculation": "K=0; M=4; unknown=1; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 1 ÷ (5 − 1) = 2.75. No midpoint is assigned.", "assessed_output": "New or replacement object inside the brushed area. Required inputs recorded by the coders: photo; brushed area; text prompt; source photo; brushed region.", "urls": [ "https://support.skylum.com/luminar-neo-tips/generative-tools-in-luminar-neo-everything-you-need-to-know", "https://blog.skylum.com/generative-fill-vs-generase-genswap-genexpand/", "https://support.skylum.com/extra-tools/generative-tools/genswap", "https://skylum.com/luminar/genswap", "https://shotkit.com/genswap-luminar-neo/", "https://techcrunch.com/2023/10/26/luminar-neo-brings-generative-ai-tools-to-hobbyist-photographers" ] } }, "210": { "id": 210, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: not applicable; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 0 unknown and 0 setting-dependent categories among 4 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=4; unknown=0; conditional=0; A=4. Lower: 2 + 3 × 0 ÷ (4 − 1) = 2.0. ", "assessed_output": "New world content generated inside the selected region of the 3D world. Required inputs recorded by the coders: existing generated 3D world; selected region; existing Marble world.", "urls": [ "https://www.worldlabs.ai/blog/marble-world-model", "https://docs.worldlabs.ai/marble/create/prompt-guides/expand" ] } }, "211": { "id": 211, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: not applicable; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 0 unknown and 0 setting-dependent categories among 4 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=4; unknown=0; conditional=0; A=4. Lower: 2 + 3 × 0 ÷ (4 − 1) = 2.0. ", "assessed_output": "Whole 3D world, exportable as Gaussian splats. Required inputs recorded by the coders: one prompt of any accepted type: text, image, video or coarse 3D layout (R2); one prompt in any supported modality: text, images, video or coarse 3D layout.", "urls": [ "https://www.worldlabs.ai/blog/marble-world-model" ] } }, "223": { "id": 223, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.0", "low": 3.0, "high": null }, "master": { "previous": "2.0", "v3": 3.0, "proposal": "3.0–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: depends on setting; surface appearance: depends on setting; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=1; M=0; unknown=1; conditional=2; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for fine detail against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes shape, surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: fine detail; Setting-dependent: shape, surface appearance; Upper endpoint outside equation domain", "settings": "shape: pose_mode (a-pose or t-pose generates the model in a set pose); surface appearance: image_enhancement (default on applies style processing); texture_prompt or texture_image_url; shape: pose_mode: a-pose or t-pose generates the model in a set pose; surface appearance: image_enhancement and remove_lighting (default true); optional texture_prompt or texture_image_url.", "calculation": "K=1; M=0; unknown=1; conditional=2; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole 3D mesh from the single image, textured by default. Required inputs recorded by the coders: single image.", "urls": [ "https://www.meshy.ai/blog/meshy-7-image-to-3d-geometry-alignment", "https://docs.meshy.ai/en/api/image-to-3d", "https://www.meshy.ai/features/image-to-3d", "https://docs.meshy.ai/en/api/changelog" ] } }, "224": { "id": 224, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: not applicable; shape: model decides; surface appearance: not applicable; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 3 model-decided, 0 unknown and 0 setting-dependent categories among 3 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=3; unknown=0; conditional=0; A=3. Lower: 2 + 3 × 0 ÷ (3 − 1) = 2.0. ", "assessed_output": "Whole untextured 3D mesh. Required inputs recorded by the coders: text prompt.", "urls": [ "https://docs.meshy.ai/en/api/text-to-3d" ] } }, "222": { "id": 222, "review": { "status": "range", "display": "3.0–5.0", "low": 3.0, "high": 5.0 }, "master": { "previous": "2.0", "v3": 4.0, "proposal": "3.0–5.0", "categories": "content: unknown; layout and camera: not applicable; shape: kept; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 1 kept, 1 model-decided, 2 unknown and 0 setting-dependent categories among 4 applicable. The recorded uncertainty gives 3.0–5.0; no midpoint is used.", "required": "Establish whether content, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for fine detail against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: content, fine detail", "settings": "", "calculation": "K=1; M=1; unknown=2; conditional=0; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. Upper: 2 + 3 × 3 ÷ (4 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Base-color texture generated for the supplied mesh and baked to its UV layout. Required inputs recorded by the coders: 3D mesh; one style input: text prompt, style image or 1 to 4 view images (R2); one style input: text prompt, style image, or 1 to 4 view images (alternatives).", "urls": [ "https://www.meshy.ai/features/ai-texture-generator", "https://www.meshy.ai/tutorials/pbr-texturing-with-meshy", "https://help.meshy.ai/en/articles/12143359-how-to-use-the-texture-feature", "https://docs.meshy.ai/en/api/retexture", "https://docs.meshy.ai/en/webapp/changelog" ] } }, "228": { "id": 228, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Batch of 24 lower-resolution draft images. Required inputs recorded by the coders: text prompt.", "urls": [ "https://updates.midjourney.com/draft-mode-for-v8-1-and-new-feature-previews/", "https://docs.midjourney.com/hc/en-us/articles/35577175650957-Draft-Conversational-Modes" ] } }, "229": { "id": 229, "review": { "status": "range", "display": "2.0–5.0", "low": 2.0, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–5.0", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 1 model-decided, 4 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs.", "uncertainty": "Unknown: layout and camera, shape, surface appearance, fine detail", "settings": "", "calculation": "K=0; M=1; unknown=4; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Selected pixels regenerated by the V8.2 Edit Model; unselected pixels unchanged. Required inputs recorded by the coders: image; selected area; text prompt; source image; erased or selected region.", "urls": [ "https://updates.midjourney.com/edit-updates-thumbnail-previews-and-more/", "https://updates.midjourney.com/edit-model-for-v8/", "https://docs.midjourney.com/hc/en-us/articles/32794723105549-Vary-Region", "https://docs.midjourney.com/hc/en-us/articles/32764383466893-Editor", "https://docs.midjourney.com/hc/en-us/articles/48495453462797-Edit-Model" ] } }, "230": { "id": 230, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.75", "low": 2.75, "high": null }, "master": { "previous": "2.0", "v3": 2.75, "proposal": "2.75–upper boundary unresolved", "categories": "content: kept; layout and camera: depends on setting; shape: unknown; surface appearance: depends on setting; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=1; M=0; unknown=2; conditional=2; A=5. Lower: 2 + 3 × 1 ÷ (5 − 1) = 2.75. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for layout and camera, shape against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes layout and camera, surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, fine detail; Setting-dependent: layout and camera, surface appearance; Upper endpoint outside equation domain", "settings": "layout and camera: prompt (action or pose described in the prompt); surface appearance: prompt and optional style references (style different from the reference); surface appearance: Optional Style References, Moodboards, Personalization; style wording in the prompt.", "calculation": "K=1; M=0; unknown=2; conditional=2; A=5. Lower: 2 + 3 × 1 ÷ (5 − 1) = 2.75. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole new image generated from up to four reference images and a prompt. Required inputs recorded by the coders: 1 to 4 reference images; text prompt.", "urls": [ "https://updates.midjourney.com/edit-model-for-v8/", "https://docs.midjourney.com/hc/en-us/articles/48495453462797-Edit-Model", "https://docs.midjourney.com/hc/en-us/articles/36285124473997-Omni-Reference" ] } }, "232": { "id": 232, "review": { "status": "range", "display": "3.5–4.25", "low": 3.5, "high": 4.25 }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "3.5–4.25", "categories": "content: unknown; layout and camera: kept; shape: kept; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 2 kept, 2 model-decided, 1 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 3.5–4.25; no midpoint is used.", "required": "Establish whether content in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: content", "settings": "", "calculation": "K=2; M=2; unknown=1; conditional=0; A=5. Lower: 2 + 3 × 2 ÷ (5 − 1) = 3.5. Upper: 2 + 3 × 3 ÷ (5 − 1) = 4.25. No midpoint is assigned.", "assessed_output": "Whole restyled image. Required inputs recorded by the coders: source image; text instruction or style prompt; style instruction (text).", "urls": [ "https://updates.midjourney.com/external-image-editor/", "https://evolink.ai/docs/en/api-manual/image-series/midjourney/mj-v8-2-retexture", "https://docs.midjourney.com/hc/en-us/articles/33329788681101-Legacy-Features", "https://docs.midjourney.com/hc/en-us/articles/32764383466893-Editor", "https://docs.midjourney.com/hc/en-us/articles/32199405667853-Version", "https://venturebeat.com/ai/midjourney-launches-ai-image-editor-how-to-use-it", "https://docs.midjourney.com/hc/en-us/articles/48495453462797-Edit-Model" ] } }, "231": { "id": 231, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole generated image. Required inputs recorded by the coders: text prompt.", "urls": [ "https://updates.midjourney.com/version-8-2/", "https://docs.midjourney.com/hc/en-us/articles/32023408776205-Prompt-Basics" ] } }, "240": { "id": 240, "review": { "status": "unresolved", "display": "Unresolved", "low": null, "high": null }, "master": { "previous": "2.0", "v3": 4.25, "proposal": "2.0–5.0 (withdrawn; applicability error)", "categories": "content: not applicable; layout and camera: not applicable; shape: applicability unresolved (not applicable or model decides); surface appearance: not applicable; fine detail: not applicable; motion and timing: model decides", "judgment": "Current placement unresolved. Shape was disputed as not applicable versus model-decided. It cannot be treated as kept-versus-model unknown. With final fine detail not applicable: shape not applicable gives A=1/no value; shape model-decided gives A=2, K=0 and X=2.0.", "required": "State whether facial deformation generated by the model and delivered as blendshape weights counts as shape for this single operation. Apply the same output/property definition to the fine-detail decision. Until applicability is resolved, neither 2.0 nor a numeric range is adopted.", "uncertainty": "Applicability of shape; reassess using the same rule for fine detail", "settings": "", "calculation": "Shape was disputed as not applicable versus model-decided. It cannot be treated as kept-versus-model unknown. With final fine detail not applicable: shape not applicable gives A=1/no value; shape model-decided gives A=2, K=0 and X=2.0.", "assessed_output": "Blendshape weight curves over time for the selected Maya rig. Required inputs recorded by the coders: Maya mesh with blendshape nodes; speech audio (ignored); Maya blendshape node or mesh with blendshapes.", "urls": [ "https://huggingface.co/nvidia/Audio2Face-3D-v3.0", "https://github.com/NVIDIA/Maya-ACE/blob/release/2.0/docs/concepts.md", "https://github.com/NVIDIA/Audio2Face-3D" ] } }, "243": { "id": 243, "review": { "status": "range", "display": "2.0–4.25", "low": 2.0, "high": 4.25 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–4.25", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 2 model-decided, 3 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–4.25; no midpoint is used.", "required": "Establish whether layout and camera, shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for fine detail against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera, shape, fine detail", "settings": "", "calculation": "K=0; M=2; unknown=3; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 3 ÷ (5 − 1) = 4.25. No midpoint is assigned.", "assessed_output": "Fill inside the painted area, output to a new layer copy. Required inputs recorded by the coders: photo; painted area; source photo; painted region.", "urls": [ "https://www.on1.com/videos/removing-photobombers-with-on1-photo-raw-2025/", "https://www.on1.com/blog/real-estate-photo-editing-made-easy/", "https://www.on1.com/blog/how-generative-ai-is-revolutionizing-photography-new-tools-in-on1-photo-raw-2025/", "https://on1.clickhelp.co/resources/Storage/photo-raw-2026-user-guide.pdf" ] } }, "248": { "id": 248, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–upper boundary unresolved", "categories": "content: unknown; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether content, layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content, layout and camera, shape, surface appearance, fine detail against the cited sources; coder agreement is not a substitute for evidence. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: content, layout and camera, shape, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=0; M=0; unknown=5; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole returned image; the mask guides edits and pixels are not documented as protected. Required inputs recorded by the coders: image; alpha mask; text prompt; source image.", "urls": [ "https://developers.openai.com/api/docs/guides/image-generation", "https://developers.openai.com/cookbook/examples/multimodal/image-gen-models-prompting-guide", "https://developers.openai.com/api/docs/models/gpt-image-2.5-sunburst", "https://developers.openai.com/api/docs/models/gpt-image-2", "https://developers.openai.com/api/reference/python/resources/images/methods/edit" ] } }, "260": { "id": 260, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: model decides", "judgment": "Working v5 documentation coding: 0 kept, 6 model-decided, 0 unknown and 0 setting-dependent categories among 6 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=6; unknown=0; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. ", "assessed_output": "Whole 5-second generated clip. Required inputs recorded by the coders: text prompt.", "urls": [ "https://create.pika.art/apps/pika-2-5" ] } }, "262": { "id": 262, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole generated design, then layers separated from it. Required inputs recorded by the coders: text prompt.", "urls": [ "https://playgroundai.com/design/whats-new" ] } }, "263": { "id": 263, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: not applicable; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 0 unknown and 0 setting-dependent categories among 4 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=4; unknown=0; conditional=0; A=4. Lower: 2 + 3 × 0 ÷ (4 − 1) = 2.0. ", "assessed_output": "Whole coloured point cloud. Required inputs recorded by the coders: text prompt.", "urls": [ "https://github.com/openai/point-e" ] } }, "267": { "id": 267, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.0", "low": 3.0, "high": null }, "master": { "previous": "2.0", "v3": 3.0, "proposal": "3.0–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=1; M=0; unknown=3; conditional=0; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=1; M=0; unknown=3; conditional=0; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole 3D model of the pictured object. Required inputs recorded by the coders: single image of one object; single image (JPEG or PNG).", "urls": [ "https://poly.cam/ai-capture", "https://learn.poly.cam/hc/en-us/articles/35116894902292-How-to-Create-a-Model-from-the-3D-Generator" ] } }, "277": { "id": 277, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.5", "low": 3.5, "high": null }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "3.5–upper boundary unresolved", "categories": "content: unknown; layout and camera: kept; shape: kept; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=2; M=0; unknown=3; conditional=0; A=5. Lower: 2 + 3 × 2 ÷ (5 − 1) = 3.5. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether content, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for surface appearance against the cited sources; coder agreement is not a substitute for evidence. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: content, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=2; M=0; unknown=3; conditional=0; A=5. Lower: 2 + 3 × 2 ÷ (5 − 1) = 3.5. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole rendered image synthesized from the uploaded sketch through a lineart ControlNet. Required inputs recorded by the coders: uploaded sketch or line drawing; sketch or line drawing.", "urls": [ "https://huggingface.co/promeai/sdxl-controlnet-lineart-promeai", "https://www.promeai.pro/blog/pencil-drawing-to-architecture-render/", "https://www.promeai.pro/blender/cases/Architecture_Building%20Style_Minimalist_Pure%20Geometry" ] } }, "284": { "id": 284, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole raster image generated from the text prompt. Required inputs recorded by the coders: text prompt.", "urls": [ "https://www.recraft.ai/docs/recraft-models/recraft-V4", "https://www.recraft.ai/blog/recraft-v4-1-more-beautiful-by-nature" ] } }, "285": { "id": 285, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole SVG graphic (paths, strokes, fills) generated from the text prompt. Required inputs recorded by the coders: text prompt.", "urls": [ "https://www.recraft.ai/ai-vector-generator", "https://www.recraft.ai/docs/recraft-models/recraft-V4" ] } }, "296": { "id": 296, "review": { "status": "unresolved", "display": "Unresolved; lower bound 4.0", "low": 4.0, "high": null }, "master": { "previous": "2.0", "v3": 3.0, "proposal": "4.0–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: depends on setting; surface appearance: depends on setting; fine detail: kept; motion and timing: not applicable", "judgment": "Current placement unresolved. K=2; M=0; unknown=0; conditional=2; A=4. Lower: 2 + 3 × 2 ÷ (4 − 1) = 4.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Record which documented setting or instruction retains or changes shape, surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Setting-dependent: shape, surface appearance; Upper endpoint outside equation domain", "settings": "shape: TAPose (rest-pose conditioning); also geometry_instruct_mode and bbox_condition; surface appearance: texture_delight (removes baked lighting from texture-reference images); shape: TAPose: true regenerates a human-like subject in a T-pose or A-pose; surface appearance: texture_delight: true removes highlights and baked lighting from texture references.", "calculation": "K=2; M=0; unknown=0; conditional=2; A=4. Lower: 2 + 3 × 2 ÷ (4 − 1) = 4.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole textured mesh generated from one to five object images. Required inputs recorded by the coders: one to five object images.", "urls": [ "https://docs.hyper3d.ai/en/api-specification/rodin-gen2-5", "https://hyper3d.ai/features/image-to-3d" ] } }, "297": { "id": 297, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: not applicable; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 0 unknown and 0 setting-dependent categories among 4 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=4; unknown=0; conditional=0; A=4. Lower: 2 + 3 × 0 ÷ (4 − 1) = 2.0. ", "assessed_output": "Whole textured mesh generated from the text prompt, through an internally rendered image. Required inputs recorded by the coders: text prompt.", "urls": [ "https://docs.hyper3d.ai/en/api-specification/rodin-gen2-5", "https://hyper3d.ai/features/text-to-3d" ] } }, "298": { "id": 298, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.8", "low": 3.8, "high": null }, "master": { "previous": "2.0", "v3": 3.8, "proposal": "3.8–upper boundary unresolved", "categories": "content: kept; layout and camera: kept; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: kept", "judgment": "Current placement unresolved. K=3; M=0; unknown=3; conditional=0; A=6. Lower: 2 + 3 × 3 ÷ (6 − 1) = 3.8. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=3; M=0; unknown=3; conditional=0; A=6. Lower: 2 + 3 × 3 ÷ (6 − 1) = 3.8. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole output video frames animating the character video with the driving facial performance. Required inputs recorded by the coders: driving performance video; character video (route named in the record).", "urls": [ "https://help.runwayml.com/hc/en-us/articles/42311337895827-Performance-Capture-with-Act-Two", "https://docs.dev.runwayml.com/api", "https://docs.dev.runwayml.com/api/" ] } }, "299": { "id": 299, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 3.2, "proposal": "2.0–upper boundary unresolved", "categories": "content: depends on setting; layout and camera: depends on setting; shape: unknown; surface appearance: depends on setting; fine detail: unknown; motion and timing: unknown", "judgment": "Current placement unresolved. K=0; M=0; unknown=3; conditional=3; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, fine detail, motion and timing in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for shape, fine detail, motion and timing against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes content, layout and camera, surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, fine detail, motion and timing; Setting-dependent: content, layout and camera, surface appearance; Upper endpoint outside equation domain", "settings": "content: edit prompt and edited keyframe (add, remove or replace elements); layout and camera: edit prompt (for example a tighter shot); surface appearance: edit prompt and edited keyframe (recolour, re-light, re-style); content: edit instruction or keyframe edit (product swaps, object addition or removal); layout and camera: edit instruction (reframing, tighter shot); surface appearance: edit instruction (recolour, relight, restyle, season or time of day).", "calculation": "K=0; M=0; unknown=3; conditional=3; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Edited keyframe and revised video frames; regeneration or copying of unchanged material is undocumented. Required inputs recorded by the coders: source video (2 to 30 seconds); keyframe edited with Gen-4 Image from an edit prompt; source video; edit instruction for the keyframe.", "urls": [ "https://runwayml.com/product/aleph-2", "https://help.runwayml.com/hc/en-us/articles/52150503729171-Aleph-2-0-Prompting-Guide", "https://runway.com/product/aleph-2", "https://replicate.com/runwayml/aleph-2/readme", "https://runware.ai/docs/models/runway-aleph-2-0/guides/editing-video", "https://help.runwayml.com/hc/en-us/articles/51683104370451-Creating-with-Edit-Studio" ] } }, "301": { "id": 301, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: model decides", "judgment": "Working v5 documentation coding: 0 kept, 6 model-decided, 0 unknown and 0 setting-dependent categories among 6 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=6; unknown=0; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. ", "assessed_output": "Whole video, every frame synthesized by Gen-4.5. Required inputs recorded by the coders: text prompt.", "urls": [ "https://docs.dev.runwayml.com/api", "https://runwayml.com/research/introducing-runway-gen-4.5", "https://help.runwayml.com/hc/en-us/articles/46974685288467-Creating-with-Gen-4-5" ] } }, "300": { "id": 300, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 2.75, "proposal": "2.0–upper boundary unresolved", "categories": "content: depends on setting; layout and camera: depends on setting; shape: unknown; surface appearance: depends on setting; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=2; conditional=3; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content, layout and camera, shape, fine detail against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes content, layout and camera, surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, fine detail; Setting-dependent: content, layout and camera, surface appearance; Upper endpoint outside equation domain", "settings": "content: prompt tags assigning each reference a role (subject or style); layout and camera: prompt description of composition; sketch references; surface appearance: prompt lighting, location and treatment; surface appearance: text prompt (lighting and styling).", "calculation": "K=0; M=0; unknown=2; conditional=3; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole new image synthesized from the prompt and one to three tagged reference images. Required inputs recorded by the coders: text prompt; one to three reference images (route named in the record).", "urls": [ "https://docs.dev.runwayml.com/api", "https://docs.dev.runwayml.com/guides/using-the-api/", "https://runwayml.com/research/introducing-runway-gen-4", "https://help.runwayml.com/hc/en-us/articles/40042718905875-Creating-with-Gen-4-Image-References", "https://replicate.com/runwayml/gen4-image/readme", "https://runway.com/research/introducing-runway-gen-4", "https://help.scenario.com/articles/6803483730-runway-gen-4-references" ] } }, "303": { "id": 303, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: model decides", "judgment": "Working v5 documentation coding: 0 kept, 6 model-decided, 0 unknown and 0 setting-dependent categories among 6 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=6; unknown=0; conditional=0; A=6. Lower: 2 + 3 × 0 ÷ (6 − 1) = 2.0. ", "assessed_output": "Frames output by two video-generation nodes; the Stitch node joins them without generation. Required inputs recorded by the coders: inputs of each chosen video node; listed video nodes run from a text prompt alone (R2 alternatives); text prompt for each video-generation node (models not fixed by the record).", "urls": [ "https://runwayml.com/workflows", "https://docs.dev.runwayml.com/api", "https://help.runwayml.com/hc/en-us/articles/45763528999699-Introduction-to-Workflows" ] } }, "304": { "id": 304, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: not applicable; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 0 unknown and 0 setting-dependent categories among 4 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=4; unknown=0; conditional=0; A=4. Lower: 2 + 3 × 0 ÷ (4 − 1) = 2.0. ", "assessed_output": "Whole mesh decoded from implicit-function parameters generated from the text prompt. Required inputs recorded by the coders: text prompt.", "urls": [ "https://github.com/openai/shap-e", "https://arxiv.org/abs/2305.02463", "https://github.com/openai/shap-e/blob/main/shap_e/models/stf/renderer.py" ] } }, "316": { "id": 316, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: not applicable; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 0 unknown and 0 setting-dependent categories among 4 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=4; unknown=0; conditional=0; A=4. Lower: 2 + 3 × 0 ÷ (4 − 1) = 2.0. ", "assessed_output": "Whole textured 3D object mesh from supplied images or from an image made from a prompt. Required inputs recorded by the coders: up to four images, or a text prompt that first creates an image (alternative routes); text prompt or uploaded object image (alternative routes).", "urls": [ "https://help.sketchup.com/en/ai-generate", "https://help.sketchup.com/en/generating-object-text-prompt", "https://help.sketchup.com/en/generating-object-image" ] } }, "317": { "id": 317, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.75", "low": 2.75, "high": null }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.75–upper boundary unresolved", "categories": "content: unknown; layout and camera: depends on setting; shape: kept; surface appearance: depends on setting; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=1; M=0; unknown=2; conditional=2; A=5. Lower: 2 + 3 × 1 ÷ (5 − 1) = 2.75. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether content, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes layout and camera, surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: content, fine detail; Setting-dependent: layout and camera, surface appearance; Upper endpoint outside equation domain", "settings": "layout and camera: text prompt (camera terms such as low-angle shot) and preset choice; surface appearance: style presets (for example Pencil Sketch, Physical Model), text prompt, optional reference image; layout and camera: text prompt (camera description); surface appearance: style preset (for example Physical Model, Pencil Sketch) or prompt on lighting and materials.", "calculation": "K=1; M=0; unknown=2; conditional=2; A=5. Lower: 2 + 3 × 1 ÷ (5 − 1) = 2.75. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole image generated by Nano Banana from the viewport snapshot or a prior generated image. Required inputs recorded by the coders: SketchUp viewport snapshot (or a prior generated image); viewport snapshot; text prompt or style preset.", "urls": [ "https://help.sketchup.com/en/best-practices-custom-prompts", "https://help.sketchup.com/en/style-presets", "https://irender.co.za/ai-render-nano-banana-south-africa/", "https://help.sketchup.com/en/technical-notes", "https://help.sketchup.com/en/generating-output-text-prompts" ] } }, "320": { "id": 320, "review": { "status": "unresolved", "display": "Unresolved; lower bound 5.0", "low": 5.0, "high": null }, "master": { "previous": "2.0", "v3": 3.0, "proposal": "5.0–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: kept; surface appearance: kept; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=3; M=0; unknown=1; conditional=0; A=4. Lower: 2 + 3 × 3 ÷ (4 − 1) = 5.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=3; M=0; unknown=1; conditional=0; A=4. Lower: 2 + 3 × 3 ÷ (4 − 1) = 5.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole mesh, textured unless texture is set to none, generated from one image. Required inputs recorded by the coders: single image file (PNG or JPEG); image file.", "urls": [ "https://api-dashboard.sloyd.ai/documentation/endpoints/3d-generation", "https://sloyd.gitbook.io/documentation/creating-3d/image-to-3d/the-easiest-way-to-turn-your-images-into-3d-models", "https://sloyd.gitbook.io/documentation/creating-3d/image-to-3d", "https://www.sloyd.ai/image-to-3d", "https://www.sloyd.ai/blog/turning-reference-images-into-3d-models" ] } }, "323": { "id": 323, "review": { "status": "unresolved", "display": "Unresolved; lower bound 4.0", "low": 4.0, "high": null }, "master": { "previous": "2.0", "v3": 3.0, "proposal": "4.0–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: kept; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=2; M=0; unknown=2; conditional=0; A=4. Lower: 2 + 3 × 2 ÷ (4 − 1) = 4.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for surface appearance against the cited sources; coder agreement is not a substitute for evidence. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=2; M=0; unknown=2; conditional=0; A=4. Lower: 2 + 3 × 2 ÷ (4 − 1) = 4.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole textured mesh from one image; back surfaces follow a generated point cloud. Required inputs recorded by the coders: single object image.", "urls": [ "https://arxiv.org/html/2501.04689", "https://arxiv.org/html/2501.04689v1" ] } }, "324": { "id": 324, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: not applicable; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 0 unknown and 0 setting-dependent categories among 4 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=4; unknown=0; conditional=0; A=4. Lower: 2 + 3 × 0 ÷ (4 − 1) = 2.0. ", "assessed_output": "Whole textured mesh built by Hunyuan3D (default) from a generated preview image. Required inputs recorded by the coders: text prompt; choice among generated preview images.", "urls": [ "https://docs.spline.design/generate/ai-3d-generation", "https://spline.design/ai-generate" ] } }, "326": { "id": 326, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.75, "proposal": "2.0", "categories": "content: model decides; layout and camera: not applicable; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 0 unknown and 0 setting-dependent categories among 4 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=4; unknown=0; conditional=0; A=4. Lower: 2 + 3 × 0 ÷ (4 − 1) = 2.0. ", "assessed_output": "Whole 3D world volume (Gaussian splats) generated from a chosen start image. Required inputs recorded by the coders: text prompt or uploaded image (alternative routes), then one chosen start image; text prompt or uploaded image (alternative routes).", "urls": [ "https://docs.spline.design/spline-ai/spell-ai-3d-worlds", "https://blog.spline.design/introducing-spell" ] } }, "327": { "id": 327, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image generated by SD3.5 Large from the text prompt and decoded by the VAE. Required inputs recorded by the coders: text prompt.", "urls": [ "https://huggingface.co/stabilityai/stable-diffusion-3.5-large", "https://github.com/lllyasviel/stable-diffusion-webui-forge/blob/main/backend/diffusion_engine/sd35.py" ] } }, "333": { "id": 333, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole tattoo-design image generated from the text idea and chosen style. Required inputs recorded by the coders: text description of the tattoo idea; tattoo idea text.", "urls": [ "https://news.ycombinator.com/item?id=32761238", "https://www.tattoosai.com/" ] } }, "346": { "id": 346, "review": { "status": "range", "display": "2.0–5.0", "low": 2.0, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–5.0", "categories": "content: model decides; layout and camera: unknown; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 1 model-decided, 4 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 2.0–5.0; no midpoint is used.", "required": "Establish whether layout and camera, shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for fine detail against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: layout and camera, shape, surface appearance, fine detail", "settings": "", "calculation": "K=0; M=1; unknown=4; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Replacement fill inside the masked object region; pixels outside the mask are untouched and uncoded. Required inputs recorded by the coders: photo; mask over the object (brush or Object Selection Brush); selection of the object region.", "urls": [ "https://docs.topazlabs.com/topaz-photo/enhancements/remove-object", "https://community.topazlabs.com/t/topaz-photo-v1-2-0/100375" ] } }, "362": { "id": 362, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.0", "low": 3.0, "high": null }, "master": { "previous": "2.0", "v3": 3.0, "proposal": "3.0–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: unknown; surface appearance: depends on setting; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=1; M=0; unknown=2; conditional=1; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for surface appearance against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, fine detail; Setting-dependent: surface appearance; Upper endpoint outside equation domain", "settings": "surface appearance: texture_alignment = geometry (textures may deviate from the original image).", "calculation": "K=1; M=0; unknown=2; conditional=1; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole textured mesh generated from one image. Required inputs recorded by the coders: single image; image.", "urls": [ "https://docs.tripo3d.ai/model-generation/image-to-model-v3-0-v3-1.html", "https://aijourn.com/tripo-ai-introduces-h3-1-to-advance-high-fidelity-ai-3d-generation-for-production/" ] } }, "363": { "id": 363, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: not applicable; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 4 model-decided, 0 unknown and 0 setting-dependent categories among 4 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=4; unknown=0; conditional=0; A=4. Lower: 2 + 3 × 0 ÷ (4 − 1) = 2.0. ", "assessed_output": "Whole textured mesh generated from the text prompt, without part segmentation. Required inputs recorded by the coders: text prompt.", "urls": [ "https://docs.tripo3d.ai/model-generation/text-to-model-v3-0-v3-1.html" ] } }, "364": { "id": 364, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.0", "low": 3.0, "high": null }, "master": { "previous": "2.0", "v3": 3.0, "proposal": "3.0–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=1; M=0; unknown=3; conditional=0; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for shape against the cited sources; coder agreement is not a substitute for evidence. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=1; M=0; unknown=3; conditional=0; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole mesh extracted by marching cubes from a triplane field predicted from one image. Required inputs recorded by the coders: single RGB image (foreground isolated by rembg); single image.", "urls": [ "https://arxiv.org/html/2403.02151", "https://arxiv.org/html/2403.02151v1", "https://arxiv.org/html/2501.04689v1" ] } }, "365": { "id": 365, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole sprite (generation route) or the masked region (inpainting route); pixels outside the mask are untouched. Required inputs recorded by the coders: text prompt.", "urls": [ "https://unity.com/blog/unity-ai-sprite-generator", "https://docs.unity3d.com/Packages/com.unity.ai.assistant@2.19/manual/Sprite/visual-assets.html", "https://docs.unity3d.com/Packages/com.unity.ai.assistant@2.19/manual/Sprite/generate-sprite.html" ] } }, "376": { "id": 376, "review": { "status": "range", "display": "3.5–5.0", "low": 3.5, "high": 5.0 }, "master": { "previous": "2.0", "v3": 3.5, "proposal": "3.5–5.0", "categories": "content: unknown; layout and camera: kept; shape: kept; surface appearance: model decides; fine detail: unknown; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 2 kept, 1 model-decided, 2 unknown and 0 setting-dependent categories among 5 applicable. The recorded uncertainty gives 3.5–5.0; no midpoint is used.", "required": "Establish whether content, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for content against the cited sources; coder agreement is not a substitute for evidence.", "uncertainty": "Unknown: content, fine detail", "settings": "", "calculation": "K=2; M=1; unknown=2; conditional=0; A=5. Lower: 2 + 3 × 2 ÷ (5 − 1) = 3.5. Upper: 2 + 3 × 4 ÷ (5 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Whole image generated from the supplied composition view, guided by its edges and the prompt. Required inputs recorded by the coders: composition source view (route named in the record); text prompt (at least one word); text prompt.", "urls": [ "https://app-help.vectorworks.net/2025/eng/VW2025_Guide/Rendering2/Generating_AI_images.htm" ] } }, "378": { "id": 378, "review": { "status": "range", "display": "2.6–5.0", "low": 2.6, "high": 5.0 }, "master": { "previous": "2.0", "v3": 2.6, "proposal": "2.6–5.0", "categories": "content: kept; layout and camera: depends on setting; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: model decides", "judgment": "Working v5 documentation coding: 1 kept, 1 model-decided, 3 unknown and 1 setting-dependent categories among 6 applicable. The recorded uncertainty gives 2.6–5.0; no midpoint is used.", "required": "Establish whether shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Record which documented setting or instruction retains or changes layout and camera, and calculate each supported configuration separately. Other unknown categories remain unresolved.", "uncertainty": "Unknown: shape, surface appearance, fine detail; Setting-dependent: layout and camera", "settings": "layout and camera: text prompt camera terms (position and movement) or video preset; layout and camera: text prompt or preset (camera movement and framing).", "calculation": "K=1; M=1; unknown=3; conditional=1; A=6. Lower: 2 + 3 × 1 ÷ (6 − 1) = 2.6. Upper: 2 + 3 × 5 ÷ (6 − 1) = 5.0. No midpoint is assigned.", "assessed_output": "Whole video frames generated by Veo 3.1 from the start image. Required inputs recorded by the coders: start image (source image or 3D Viewer snapshot); start image (source image or 3D viewer snapshot); prompt or preset.", "urls": [ "https://ai.google.dev/gemini-api/docs/veo", "https://blog.chaos.com/veras-4.6-veo-3.1", "https://www.chaos.com/veras" ] } }, "379": { "id": 379, "review": { "status": "unresolved", "display": "Unresolved; lower bound 3.0", "low": 3.0, "high": null }, "master": { "previous": "2.0", "v3": 3.0, "proposal": "3.0–upper boundary unresolved", "categories": "content: kept; layout and camera: not applicable; shape: unknown; surface appearance: unknown; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=1; M=0; unknown=3; conditional=0; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether shape, surface appearance, fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: shape, surface appearance, fine detail; Upper endpoint outside equation domain", "settings": "", "calculation": "K=1; M=0; unknown=3; conditional=0; A=4. Lower: 2 + 3 × 1 ÷ (4 − 1) = 3.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole textured mesh generated by TRELLIS.2 from one image. Required inputs recorded by the coders: single image; image.", "urls": [ "https://blog.chaos.com/veras-5.0", "https://github.com/microsoft/TRELLIS.2", "https://arxiv.org/html/2512.14692v1" ] } }, "380": { "id": 380, "review": { "status": "unresolved", "display": "Unresolved; lower bound 2.0", "low": 2.0, "high": null }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0–upper boundary unresolved", "categories": "content: depends on setting; layout and camera: depends on setting; shape: depends on setting; surface appearance: depends on setting; fine detail: unknown; motion and timing: not applicable", "judgment": "Current placement unresolved. K=0; M=0; unknown=1; conditional=4; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "required": "Establish whether fine detail in the generated output are carried from the required input or determined by the model. Use evidence naming these properties for this operation and version; if unavailable, test the same properties on controlled inputs. Resolve the recorded coding differences for fine detail against the cited sources; coder agreement is not a substitute for evidence. Record which documented setting or instruction retains or changes content, layout and camera, shape, surface appearance, and calculate each supported configuration separately. Other unknown categories remain unresolved. The possible all-kept profile has K=A. Establish evidence that excludes that profile or supply a justified calibration for it; do not cap the endpoint at 5 or assign 5.5.", "uncertainty": "Unknown: fine detail; Setting-dependent: content, layout and camera, shape, surface appearance; Upper endpoint outside equation domain", "settings": "content: text prompt (swap cladding, glazing and architectural features); layout and camera: text prompt (multi-angle new views); shape: geometry override slider, applied through the prompt in Render Engine 7; surface appearance: material override, applied through the prompt (for example monolithic concrete); content: Geometry Override (100% frees the AI to reimagine the space); layout and camera: Geometry Override (100% frees the AI to reimagine the space); shape: Geometry Override (100% frees the AI to reimagine the space); surface appearance: prompt material override; Material Override slider.", "calculation": "K=0; M=0; unknown=1; conditional=4; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. All uncertain categories kept would give K=A; the upper endpoint is outside this equation’s domain.", "assessed_output": "Whole image generated by Nano Banana from the captured host-app viewport. Required inputs recorded by the coders: host-app viewport capture (camera position, target, field of view); viewport capture; prompt or preset.", "urls": [ "https://blog.chaos.com/veras-4.0", "https://www.evolvelab.io/veras", "https://blog.chaos.com/ai-rendering-revit-plugin", "https://docs-chaos.atlassian.net/wiki/spaces/ESKETCHUP/pages/127737293" ] } }, "385": { "id": 385, "review": { "status": "point", "display": "2.0", "low": 2.0, "high": 2.0 }, "master": { "previous": "2.0", "v3": 2.0, "proposal": "2.0", "categories": "content: model decides; layout and camera: model decides; shape: model decides; surface appearance: model decides; fine detail: model decides; motion and timing: not applicable", "judgment": "Working v5 documentation coding: 0 kept, 5 model-decided, 0 unknown and 0 setting-dependent categories among 5 applicable. The category formula gives 2.0.", "required": "No category uncertainty is recorded in v5. Retain this working point under the stated codebook; its calibration is a research convention rather than a measurement of computational work.", "uncertainty": "None recorded under v5", "settings": "", "calculation": "K=0; M=5; unknown=0; conditional=0; A=5. Lower: 2 + 3 × 0 ÷ (5 − 1) = 2.0. ", "assessed_output": "Whole image generated by an unnamed OpenAI image model from the text prompt. Required inputs recorded by the coders: text prompt.", "urls": [ "https://help.zapier.com/hc/en-us/articles/14860148802829-How-to-get-started-with-ChatGPT-OpenAI-on-Zapier", "https://zapier.com/mcp" ] } } }, "review_sources": { "E001": { "url": "https://developer.apple.com/videos/play/wwdc2026/375/", "label": "developer.apple.com/videos/play/wwdc2026/375/", "status": "passage found", "dates": [] }, "E002": { "url": "https://developer.adobe.com/firefly-services/docs/firefly-api/guides/how-tos/cm-generate-image/feature-guide", "label": "developer.adobe.com/firefly-services/docs/firefly-api/guides/how-tos/cm-generate-image/feature-guide", "status": "passage found", "dates": [] }, "E003": { "url": "https://docs.dev.runwayml.com/guides/using-the-api/", "label": "docs.dev.runwayml.com/guides/using-the-api/", "status": "passage found", "dates": [] }, "E004": { "url": "https://github.com/worldlabsai/worldlabs-api-examples/blob/main/generate-world-from-image.py", "label": 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