Datasets:

dehezhang2
/

Frameworker_User_Study

+{
+  "rater": {
+    "id": "hongyu_an_insait_ai",
+    "name": "安泓宇",
+    "email": "hongyu.an@insait.ai",
+    "note": "",
+    "started_at": "2026-07-03T14:08:15.116Z",
+    "submitted_at": "2026-07-03T15:38:35.952Z",
+    "chosen_case_ids": [
+      "AU01",
+      "AU03",
+      "AU05",
+      "AU06",
+      "AU07",
+      "AU10",
+      "MV_FrozenII",
+      "TS170",
+      "TS199",
+      "TS32"
+    ]
+  },
+  "anonymize_used": true,
+  "rubric": [
+    {
+      "key": "instruction_following",
+      "name": "Instruction following",
+      "hint": "Re-read the prompt — especially the red-highlighted phrases — before scoring.",
+      "questions": [
+        {
+          "key": "prompt_adherence",
+          "name": "Prompt adherence",
+          "desc": "Does the content match what the prompt described (subjects, actions, setting, time, and story arc)? Focus primarily on the prompt's text content."
+        },
+        {
+          "key": "no_irrelevant_frames",
+          "name": "No irrelevant frames",
+          "desc": "Does the video stay on-prompt? Higher = fewer / no frames or content that weren't asked for by the prompt."
+        }
+      ]
+    },
+    {
+      "key": "temporal_consistency",
+      "name": "Temporal consistency",
+      "hint": "Focus on how characters, objects, and the environment change across frames.",
+      "questions": [
+        {
+          "key": "person_stability",
+          "name": "Person stability",
+          "desc": "Faces, identities, and body proportions stay consistent across frames."
+        },
+        {
+          "key": "object_stability",
+          "name": "Object stability",
+          "desc": "Props, clothing, and objects keep their shape and position over time."
+        },
+        {
+          "key": "environment_stability",
+          "name": "Environment stability",
+          "desc": "Background, lighting, and scene layout stay coherent across frames (including absence of brightness / color / texture flicker)."
+        }
+      ]
+    },
+    {
+      "key": "motion_realism",
+      "name": "Realism",
+      "hint": "Notice obvious out-of-place or unnatural moments in the video.",
+      "questions": [
+        {
+          "key": "realism",
+          "name": "Static realism",
+          "desc": "Photorealism or stylistic fidelity (per-frame appearance). When the prompt specifies a style, the video should match it. No uncanny or broken artifacts."
+        },
+        {
+          "key": "motion_logic",
+          "name": "Motion logic",
+          "desc": "Does body and object motion flow smoothly and follow physical / logical patterns (gravity, collisions, fluid / cloth dynamics)? No warping, teleporting, nonsensical, or impossible movements. Score low if there is little to no motion."
+        },
+        {
+          "key": "camera",
+          "name": "Camera",
+          "desc": "Camera movement (pan, dolly, focal change) feels natural and intentional. Score low if there is little to no camera movement."
+        }
+      ]
+    }
+  ],
+  "submitted_at": "2026-07-03T15:39:28.399Z",
+  "cases": [
+    {
+      "id": "AU01",
+      "category": "au",
+      "prompt": "Night rain over a ruined sect courtyard. Wei Anluo, a lame-legged youth branded \"spirit-dead,\" kneels in mud beside a frozen well, dragged there to be expelled. Above him looms Xie Rulong, a golden-robed prodigy who snaps Wei's cracked jade token and, with a contemptuous flick of his palm, unleashes a silent shockwave — Wei is hurled through a stone wall, dust and shattered brick blooming outward, one sleeve torn, a single defiant tear cutting his grimed cheek. He does not scream. As frost creeps up his fingers, an old sealing-mark on his wrist splinters; buried frost- qi he was never told he carried erupts in a spiral of white spirit-light, freezing the falling rain mid-air into glittering needles. Xie Rulong staggers back, golden robe rimed silver. The \"cripple\" rises.",
+      "videos": [
+        {
+          "slot": "A",
+          "slot_index": 0,
+          "original_index": 2,
+          "model": "anim_director",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU01_anim_director.mp4",
+          "ratings": {
+            "prompt_adherence": 4,
+            "no_irrelevant_frames": 3,
+            "person_stability": 1,
+            "object_stability": 2,
+            "environment_stability": 2,
+            "realism": 2,
+            "motion_logic": 2,
+            "camera": 2
+          }
+        },
+        {
+          "slot": "B",
+          "slot_index": 1,
+          "original_index": 1,
+          "model": "movieagent",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU01_movieagent.mp4",
+          "ratings": {
+            "prompt_adherence": 3,
+            "no_irrelevant_frames": 3,
+            "person_stability": 3,
+            "object_stability": 2,
+            "environment_stability": 2,
+            "realism": 3,
+            "motion_logic": 2,
+            "camera": 3
+          }
+        },
+        {
+          "slot": "C",
+          "slot_index": 2,
+          "original_index": 0,
+          "model": "ours",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU01_ours.mp4",
+          "ratings": {
+            "prompt_adherence": 4,
+            "no_irrelevant_frames": 4,
+            "person_stability": 2,
+            "object_stability": 3,
+            "environment_stability": 3,
+            "realism": 1,
+            "motion_logic": 3,
+            "camera": 2
+          }
+        }
+      ]
+    },
+    {
+      "id": "AU03",
+      "category": "au",
+      "prompt": "Rain hammers a glass tower lobby. Lin Tang, a soaked delivery rider, is shoved back by security as icy heiress Fang Rulan tears up his order and flings the box, dismissing him as \"gutter trash\" before a smirking crowd. Head bowed, dripping, he kneels to gather scattered receipts — and one flutters face-up: a faded hospital bill, her mother's name, a signature that stops her cold. Wei slowly lifts his eyes; the same signature is stitched inside his worn jacket. He is the anonymous donor who saved her mother years ago. The lobby freezes. Fang's arrogance collapses into trembling recognition; the crowd's phones lower. Wei simply retrieves his helmet, bows once, and walks into the storm — leaving her small, silent, undone beneath the lights.",
+      "videos": [
+        {
+          "slot": "A",
+          "slot_index": 0,
+          "original_index": 0,
+          "model": "ours",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU03_ours.mp4",
+          "ratings": {
+            "prompt_adherence": 4,
+            "no_irrelevant_frames": 3,
+            "person_stability": 2,
+            "object_stability": 3,
+            "environment_stability": 4,
+            "realism": 3,
+            "motion_logic": 3,
+            "camera": 3
+          }
+        },
+        {
+          "slot": "B",
+          "slot_index": 1,
+          "original_index": 2,
+          "model": "anim_director",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU03_anim_director.mp4",
+          "ratings": {
+            "prompt_adherence": 1,
+            "no_irrelevant_frames": 2,
+            "person_stability": 1,
+            "object_stability": 2,
+            "environment_stability": 2,
+            "realism": 1,
+            "motion_logic": 1,
+            "camera": 2
+          }
+        },
+        {
+          "slot": "C",
+          "slot_index": 2,
+          "original_index": 1,
+          "model": "movieagent",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU03_movieagent.mp4",
+          "ratings": {
+            "prompt_adherence": 2,
+            "no_irrelevant_frames": 2,
+            "person_stability": 3,
+            "object_stability": 2,
+            "environment_stability": 3,
+            "realism": 3,
+            "motion_logic": 3,
+            "camera": 3
+          }
+        }
+      ]
+    },
+    {
+      "id": "AU05",
+      "category": "au",
+      "prompt": "Tiny baker Pip carries a wobbling three-tier birthday cake across a bustling kitchen, tongue out in concentration. A sneeze from cat Marmalade launches a cascade: a rolling lemon trips a stool, the stool flings a whisk, the whisk splats flour into a fan that blows a snowstorm across the room. Pip juggles, spins, slides on butter, and saves the cake mid-flip with a triumphant pose atop a teetering ladder. Then he freezes—the ladder tips. He turns his own body into a cushion, letting the cake land safely on his belly as HE crashes into dough, buried, defeated. Silence. Slowly a small hand pushes the untouched cake up through the mess toward gruff old baker Bruno—whose stern frown melts into astonished, teary pride. Impact stars, warm golden light.",
+      "videos": [
+        {
+          "slot": "A",
+          "slot_index": 0,
+          "original_index": 0,
+          "model": "ours",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU05_ours.mp4",
+          "ratings": {
+            "no_irrelevant_frames": 3,
+            "person_stability": 3,
+            "environment_stability": 4,
+            "object_stability": 3,
+            "prompt_adherence": 3,
+            "realism": 4,
+            "motion_logic": 2,
+            "camera": 3
+          }
+        },
+        {
+          "slot": "B",
+          "slot_index": 1,
+          "original_index": 1,
+          "model": "movieagent",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU05_movieagent.mp4",
+          "ratings": {
+            "prompt_adherence": 2,
+            "no_irrelevant_frames": 2,
+            "person_stability": 2,
+            "object_stability": 2,
+            "environment_stability": 3,
+            "realism": 3,
+            "motion_logic": 2,
+            "camera": 2
+          }
+        },
+        {
+          "slot": "C",
+          "slot_index": 2,
+          "original_index": 2,
+          "model": "anim_director",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU05_anim_director.mp4",
+          "ratings": {
+            "prompt_adherence": 4,
+            "no_irrelevant_frames": 4,
+            "person_stability": 2,
+            "object_stability": 3,
+            "environment_stability": 2,
+            "realism": 2,
+            "motion_logic": 1,
+            "camera": 2
+          }
+        }
+      ]
+    },
+    {
+      "id": "AU06",
+      "category": "au",
+      "prompt": "Every dusk for three winters, old Maren climbs the spiral stairs of a snowbound lighthouse and lights the lamp for her son Eirik, a fisherman lost at sea. Villagers whisper she's mad; the boy won't return. Tonight her hands shake, the oil is nearly gone, and a storm claws the windows. She lights the wick anyway, then collapses on the cold stone, whispering his name one final time as the flame gutters. Snow sifts through a broken pane. Suddenly a distant foghorn answers through the blizzard — a battered boat scrapes the rocks below. The door bursts open: Eirik, gaunt and frost-bitten, alive after years adrift. He kneels, pressing her frail hand to his cheek. The lamp steadies. Wordless, they weep in its trembling amber glow.",
+      "videos": [
+        {
+          "slot": "A",
+          "slot_index": 0,
+          "original_index": 2,
+          "model": "anim_director",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU06_anim_director.mp4",
+          "ratings": {
+            "prompt_adherence": 3,
+            "no_irrelevant_frames": 3,
+            "person_stability": 2,
+            "object_stability": 2,
+            "environment_stability": 3,
+            "realism": 3,
+            "motion_logic": 2,
+            "camera": 3
+          }
+        },
+        {
+          "slot": "B",
+          "slot_index": 1,
+          "original_index": 1,
+          "model": "movieagent",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU06_movieagent.mp4",
+          "ratings": {
+            "prompt_adherence": 1,
+            "no_irrelevant_frames": 2,
+            "person_stability": 2,
+            "object_stability": 1,
+            "environment_stability": 2,
+            "realism": 2,
+            "motion_logic": 2,
+            "camera": 2
+          }
+        },
+        {
+          "slot": "C",
+          "slot_index": 2,
+          "original_index": 0,
+          "model": "ours",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU06_ours.mp4",
+          "ratings": {
+            "prompt_adherence": 4,
+            "no_irrelevant_frames": 3,
+            "person_stability": 4,
+            "object_stability": 3,
+            "environment_stability": 4,
+            "realism": 3,
+            "motion_logic": 1,
+            "camera": 4
+          }
+        }
+      ]
+    },
+    {
+      "id": "AU07",
+      "category": "au",
+      "prompt": "On a windswept cliff, a broken stone bridge arcs over a bottomless chasm toward a floating temple where the dying Ashwood Flame — the only cure for a plague — still burns. Kaelis, a young map-thief with a trembling torch, reaches the bridge's end; the far half has crumbled to nothing. A cloaked Ferryman rises from the mist and offers a bargain: the flame for a memory of the one she loves. She refuses, backing away — then the stones beneath her shatter. Falling, she flings her satchel of maps into the void as an offering instead. The Ferryman freezes, astonished by a gift given, not traded, and the mist itself hardens into a glowing bridge. Kaelis lands, sprints, and cups the Flame — as behind her the chasm seals shut forever.",
+      "videos": [
+        {
+          "slot": "A",
+          "slot_index": 0,
+          "original_index": 1,
+          "model": "movieagent",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU07_movieagent.mp4",
+          "ratings": {
+            "prompt_adherence": 2,
+            "no_irrelevant_frames": 3,
+            "person_stability": 2,
+            "object_stability": 2,
+            "environment_stability": 3,
+            "realism": 2,
+            "motion_logic": 2,
+            "camera": 3
+          }
+        },
+        {
+          "slot": "B",
+          "slot_index": 1,
+          "original_index": 2,
+          "model": "anim_director",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU07_anim_director.mp4",
+          "ratings": {
+            "prompt_adherence": 3,
+            "no_irrelevant_frames": 3,
+            "person_stability": 1,
+            "object_stability": 1,
+            "environment_stability": 1,
+            "realism": 1,
+            "motion_logic": 1,
+            "camera": 3
+          }
+        },
+        {
+          "slot": "C",
+          "slot_index": 2,
+          "original_index": 0,
+          "model": "ours",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU07_ours.mp4",
+          "ratings": {
+            "prompt_adherence": 4,
+            "no_irrelevant_frames": 3,
+            "person_stability": 3,
+            "object_stability": 3,
+            "environment_stability": 3,
+            "realism": 3,
+            "motion_logic": 3,
+            "camera": 3
+          }
+        }
+      ]
+    },
+    {
+      "id": "AU10",
+      "category": "au",
+      "prompt": "After three centuries adrift, the vast seed-ship Auriga finally nears Kepler's Cradle, a luminous blue world its long-dead founders only dreamed of. Nova, a young navigator born in transit who has never touched soil, guides the ship toward the last hazard: a glittering ring of ancient debris closing across their path. Alarms bloom red across the bridge. Nova's hands fly over the helm, threading the mountain-sized ship through spinning wreckage as starlight strobes the windows. A final jagged shard looms dead ahead; she rolls Auriga hard on its axis and it slips past by mere meters. The debris falls away behind. Ahead, the blue world swells to fill the viewport, its oceans catching a new sun. Behind her, thousands of sleep-pods hiss open at last. Nova presses a trembling palm to the glass, tears rising, as the first of her people wake to a sky none of them have ever seen.",
+      "videos": [
+        {
+          "slot": "A",
+          "slot_index": 0,
+          "original_index": 2,
+          "model": "anim_director",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU10_anim_director.mp4",
+          "ratings": {
+            "prompt_adherence": 4,
+            "no_irrelevant_frames": 3,
+            "person_stability": 2,
+            "object_stability": 3,
+            "environment_stability": 3,
+            "realism": 3,
+            "motion_logic": 3,
+            "camera": 3
+          }
+        },
+        {
+          "slot": "B",
+          "slot_index": 1,
+          "original_index": 1,
+          "model": "movieagent",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU10_movieagent.mp4",
+          "ratings": {
+            "prompt_adherence": 4,
+            "no_irrelevant_frames": 3,
+            "person_stability": 3,
+            "object_stability": 4,
+            "environment_stability": 4,
+            "realism": 4,
+            "motion_logic": 4,
+            "camera": 3
+          }
+        },
+        {
+          "slot": "C",
+          "slot_index": 2,
+          "original_index": 0,
+          "model": "ours",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU10_ours.mp4",
+          "ratings": {
+            "prompt_adherence": 3,
+            "no_irrelevant_frames": 2,
+            "person_stability": 4,
+            "object_stability": 4,
+            "environment_stability": 4,
+            "realism": 2,
+            "motion_logic": 4,
+            "camera": 3
+          }
+        }
+      ]
+    },
+    {
+      "id": "MV_FrozenII",
+      "category": "mv",
+      "prompt": "Storm-lashed shore at night, waves like black mountains. Sereth, a young storm-caller in a tattered cloak, drawn by a haunting voice only she can hear, steps to the edge of the churning dark sea — a towering wave slams her back onto the rocks. She rises, blue lightning crackling from her hands, and charges into the surf again. A colossal serpent of living water erupts from the waves, fighting her; Sereth grapples with it, then binds a shimmering bridle of light across its neck and swings onto its back. She rides the serpent across the roaring sea, hair and cloak streaming, toward a distant lighthouse glowing with ancient memory. Reaching it, Sereth presses her trembling palm to the weathered stone — and the voice resolves at last into an old lullaby as forgotten memories bloom to life around her.",
+      "videos": [
+        {
+          "slot": "A",
+          "slot_index": 0,
+          "original_index": 1,
+          "model": "movieagent",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_FrozenII_movieagent.mp4",
+          "ratings": {
+            "prompt_adherence": 1,
+            "no_irrelevant_frames": 1,
+            "person_stability": 1,
+            "object_stability": 1,
+            "environment_stability": 1,
+            "realism": 2,
+            "motion_logic": 3,
+            "camera": 2
+          }
+        },
+        {
+          "slot": "B",
+          "slot_index": 1,
+          "original_index": 0,
+          "model": "ours",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_FrozenII_ours.mp4",
+          "ratings": {
+            "prompt_adherence": 3,
+            "no_irrelevant_frames": 3,
+            "person_stability": 3,
+            "object_stability": 3,
+            "environment_stability": 3,
+            "realism": 3,
+            "camera": 3,
+            "motion_logic": 4
+          }
+        },
+        {
+          "slot": "C",
+          "slot_index": 2,
+          "original_index": 2,
+          "model": "anim_director",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_FrozenII_anim_director.mp4",
+          "ratings": {
+            "prompt_adherence": 3,
+            "no_irrelevant_frames": 3,
+            "person_stability": 2,
+            "object_stability": 2,
+            "environment_stability": 3,
+            "realism": 1,
+            "motion_logic": 2,
+            "camera": 2
+          }
+        }
+      ]
+    },
+    {
+      "id": "TS170",
+      "category": "ts",
+      "prompt": "Once upon a time, there was a little boy named Tim and a little girl named Lily. They were best friends. They liked to play together and share their toys. One day, they wanted to make a big picture for their mommies. They needed scissors to cut the paper. Tim had some scissors, but Lily did not. Tim said, \"Lily, we can share my scissors. It is easy to use them.\" Lily was happy that Tim wanted to share. They took turns using the scissors to cut the paper. They were very careful because scissors can be sharp. When they finished cutting the paper, they made a beautiful picture. They showed their mommies and said, \"Look, we made this together! We shared the scissors and it was easy.\" Their mommies were very proud of them for sharing and working together.",
+      "videos": [
+        {
+          "slot": "A",
+          "slot_index": 0,
+          "original_index": 0,
+          "model": "ours",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS170_ours.mp4",
+          "ratings": {
+            "prompt_adherence": 4,
+            "no_irrelevant_frames": 4,
+            "person_stability": 2,
+            "object_stability": 4,
+            "environment_stability": 4,
+            "realism": 2,
+            "motion_logic": 2,
+            "camera": 3
+          }
+        },
+        {
+          "slot": "B",
+          "slot_index": 1,
+          "original_index": 2,
+          "model": "anim_director",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS170_anim_director.mp4",
+          "ratings": {
+            "prompt_adherence": 2,
+            "no_irrelevant_frames": 2,
+            "person_stability": 1,
+            "object_stability": 3,
+            "environment_stability": 4,
+            "realism": 1,
+            "motion_logic": 1,
+            "camera": 2
+          }
+        },
+        {
+          "slot": "C",
+          "slot_index": 2,
+          "original_index": 1,
+          "model": "movieagent",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS170_movieagent.mp4",
+          "ratings": {
+            "prompt_adherence": 1,
+            "no_irrelevant_frames": 1,
+            "person_stability": 1,
+            "object_stability": 1,
+            "environment_stability": 1,
+            "realism": 3,
+            "motion_logic": 1,
+            "camera": 1
+          }
+        }
+      ]
+    },
+    {
+      "id": "TS199",
+      "category": "ts",
+      "prompt": "One day, a cat and a dog were playing in the park. The cat liked to tease the dog. The cat said, \"I am faster than you!\" The dog had an opinion too. The dog said, \"No, I am faster!\" They decided to have a race to see who was faster. The cat and dog ran as fast as they could. They were both very fast, but the cat was winning. Suddenly, a bitter wind blew and a big ball came rolling down the hill. The cat and the dog stopped running and looked at the ball. The cat and the dog decided to play with the ball instead of racing. They had lots of fun playing together. In the end, they both agreed that it was more fun to play together than to tease each other.",
+      "videos": [
+        {
+          "slot": "A",
+          "slot_index": 0,
+          "original_index": 1,
+          "model": "movieagent",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS199_movieagent.mp4",
+          "ratings": {
+            "prompt_adherence": 2,
+            "no_irrelevant_frames": 1,
+            "person_stability": 1,
+            "object_stability": 1,
+            "environment_stability": 1,
+            "realism": 3,
+            "motion_logic": 3,
+            "camera": 2
+          }
+        },
+        {
+          "slot": "B",
+          "slot_index": 1,
+          "original_index": 2,
+          "model": "anim_director",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS199_anim_director.mp4",
+          "ratings": {
+            "prompt_adherence": 3,
+            "no_irrelevant_frames": 3,
+            "person_stability": 1,
+            "object_stability": 1,
+            "environment_stability": 1,
+            "realism": 2,
+            "motion_logic": 3,
+            "camera": 2
+          }
+        },
+        {
+          "slot": "C",
+          "slot_index": 2,
+          "original_index": 0,
+          "model": "ours",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS199_ours.mp4",
+          "ratings": {
+            "prompt_adherence": 4,
+            "no_irrelevant_frames": 4,
+            "person_stability": 2,
+            "object_stability": 2,
+            "environment_stability": 2,
+            "realism": 2,
+            "motion_logic": 3,
+            "camera": 3
+          }
+        }
+      ]
+    },
+    {
+      "id": "TS32",
+      "category": "ts",
+      "prompt": "Once upon a time there was a very brilliant girl named Sofia. Sofia was only three years old but she was already very smart! One day, Sofia was sitting in her bedroom looking out of the window when all of a sudden, a man wearing a huge hat appeared. He was holding something in his hand. He knocked on the door and said to Sofia, \"I'm here to deliver your diary\". Sofia was very excited and smiled. She opened the door and the man handed her the diary. Sofia thanked the man and he smiled. \"You're very welcome,\" he said. And then he left with a wave. Sofia ran back to her bedroom with her diary. She was so happy and couldn't wait to learn what was in it! As she opened it, she was sure that it was going to be brilliant. And she was right - the diary was filled with amazing stories and knowledge!",
+      "videos": [
+        {
+          "slot": "A",
+          "slot_index": 0,
+          "original_index": 1,
+          "model": "movieagent",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS32_movieagent.mp4",
+          "ratings": {
+            "prompt_adherence": 2,
+            "no_irrelevant_frames": 2,
+            "person_stability": 1,
+            "object_stability": 2,
+            "environment_stability": 1,
+            "realism": 2,
+            "motion_logic": 2,
+            "camera": 2
+          }
+        },
+        {
+          "slot": "B",
+          "slot_index": 1,
+          "original_index": 0,
+          "model": "ours",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS32_ours.mp4",
+          "ratings": {
+            "prompt_adherence": 3,
+            "no_irrelevant_frames": 3,
+            "person_stability": 1,
+            "object_stability": 1,
+            "environment_stability": 2,
+            "realism": 2,
+            "motion_logic": 2,
+            "camera": 2
+          }
+        },
+        {
+          "slot": "C",
+          "slot_index": 2,
+          "original_index": 2,
+          "model": "anim_director",
+          "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS32_anim_director.mp4",
+          "ratings": {
+            "prompt_adherence": 1,
+            "no_irrelevant_frames": 1,
+            "person_stability": 1,
+            "object_stability": 1,
+            "environment_stability": 1,
+            "realism": 2,
+            "camera": 2,
+            "motion_logic": 2
+          }
+        }
+      ]
+    }
+  ],
+  "is_admin": false,
+  "_server": {
+    "received_at_utc": "2026-07-03T15:39:29.095540Z",
+    "client_ip": "10.20.47.4",
+    "n_videos": 30,
+    "n_scores": 240,
+    "stored_as": "v2/submissions/hongyu.an_insait.ai_20260703T153929Z_1c86322d.json",
+    "status": "final"
+  }
+}