{"id":"W7108453294","doi":"10.1145/3763319","title":"Control Operators for Interactive Character Animation","year":2025,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Human Motion and Animation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Animation; Character animation; Control (management); Character (mathematics); Joystick; Set (abstract data type); Feature (linguistics); Artificial neural network; Simple (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007016846,0.00009958199,0.00009835248,0.0002653386,0.000130524,0.00004397356,0.00009066941,0.0000714046,0.00007177093],"category_scores_gemma":[0.00001864281,0.0001034883,0.00008842289,0.0002142146,0.00001572944,0.0002065361,5.80426e-7,0.0001522699,0.00002198198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004188823,"about_ca_system_score_gemma":0.000009402555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001461574,"about_ca_topic_score_gemma":0.00001687268,"domain_scores_codex":[0.9995548,0.0000152347,0.0001572877,0.0001078023,0.000059139,0.0001057713],"domain_scores_gemma":[0.9996178,0.0001051133,0.00001522059,0.0001655691,0.00006970777,0.00002662467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001107704,0.001860473,0.001132803,0.001727474,0.003285854,0.000003949738,0.006053695,0.1282645,0.1374039,0.2468929,0.01856616,0.4537006],"study_design_scores_gemma":[0.009350819,0.0005813084,0.03048953,0.0005852183,0.0005083382,0.000005920616,0.0006611152,0.7043319,0.07345565,0.02164176,0.1570289,0.001359468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04329886,0.00001296988,0.9541517,0.000706055,0.0005272396,0.0003379346,0.00005400488,0.0002692881,0.000641959],"genre_scores_gemma":[0.9983323,0.00003063685,0.0006791998,0.0005991455,0.00002454101,0.0001319903,0.00001779103,0.00001480579,0.0001695758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9550335,"threshold_uncertainty_score":0.4220128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106961416801935,"score_gpt":0.2494103981288164,"score_spread":0.2387142564486229,"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."}}