{"id":"W4229044820","doi":"10.1145/3528223.3530110","title":"ASE","year":2022,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Human Motion and Animation","field":"Engineering","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Reinforcement learning; Task (project management); Human–computer interaction; Artificial intelligence; Animation; Set (abstract data type); Character animation; Embedding; Representation (politics); Motion (physics); Computer animation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007822384,0.001516621,0.0008955807,0.001632873,0.001452251,0.004243912,0.002227152,0.002429874,0.6068463],"category_scores_gemma":[0.003040294,0.0005703589,0.00097161,0.00120036,0.000582516,0.002975556,0.004030831,0.001755588,0.486127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008843325,"about_ca_system_score_gemma":0.001370566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311742,"about_ca_topic_score_gemma":0.002999543,"domain_scores_codex":[0.9990634,0.0001142724,0.00006183443,0.0002825637,0.0003366813,0.0001411907],"domain_scores_gemma":[0.9986621,0.0001668727,0.00007327509,0.0004595672,0.0004215324,0.0002166831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004958441,0.0002255145,0.002075189,0.0006407985,0.00004681433,0.0006476666,0.0002776377,0.002375062,0.007062915,0.04600837,0.5680121,0.3721322],"study_design_scores_gemma":[0.0000330093,0.00004526983,0.0005647787,0.00009185435,0.00001185858,0.000375048,0.00006563614,0.002911019,0.001889434,0.006816398,0.9871748,0.00002081148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005349169,0.001560427,0.05047997,0.002268692,0.002882023,0.0004083293,0.01600831,0.02450785,0.8965352],"genre_scores_gemma":[0.06522886,0.002194347,0.0272507,0.002196768,0.0007526531,0.0004505842,0.03496939,0.005587365,0.8613693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3931537,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811929000553953,"score_gpt":0.2172404485475903,"score_spread":0.1991211585420508,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}