{"id":"W4200400891","doi":"10.1145/3478513.3480527","title":"SuperTrack","year":2021,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Human Motion and Animation","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ubisoft (Canada)","funders":"Mitacs","keywords":"Computer science; Task (project management); Differentiable function; Sensitivity (control systems); Character (mathematics); Tracking (education); Control (management); Quality (philosophy); Tracking error; Mathematical optimization; Function (biology); Artificial intelligence; Motion (physics); Algorithm; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00002944159,0.00006684913,0.00005632326,0.00007701381,0.00008036655,0.00002520118,0.00006312514,0.00005453805,0.0007178811],"category_scores_gemma":[0.000007282888,0.00007445111,0.00006684822,0.0002494794,0.00001412994,0.00008353039,5.696939e-7,0.0001627199,0.0001499801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000124859,"about_ca_system_score_gemma":0.00000788158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.28139e-7,"about_ca_topic_score_gemma":0.00003798589,"domain_scores_codex":[0.999631,0.00001142052,0.00009176676,0.00008389504,0.00008824503,0.00009363889],"domain_scores_gemma":[0.9996608,0.00002748059,0.000003909581,0.0002319435,0.00003395738,0.00004194752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004172989,0.00176721,0.000845953,0.0007488601,0.0009211032,0.0002170621,0.005116401,0.2094268,0.1452647,0.07539959,0.02141176,0.5388389],"study_design_scores_gemma":[0.003599652,0.0003100873,0.0386276,0.0003207579,0.0002779495,0.0002382552,0.001486422,0.1076108,0.3627973,0.04965614,0.4326157,0.002459245],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2270335,0.0002302651,0.7596011,0.001490655,0.000946886,0.0001033232,0.00003471697,0.001158302,0.009401363],"genre_scores_gemma":[0.9977489,0.0003343023,0.001266962,0.0002805502,0.00002342271,0.000006886942,0.00001065686,0.00001696376,0.0003113777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7707154,"threshold_uncertainty_score":0.7860294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091339084471841,"score_gpt":0.2258401184467532,"score_spread":0.2049267276020348,"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."}}