{"id":"W48501886","doi":"10.4018/978-1-59140-553-5.ch096","title":"Content Description for Face Animation","year":2005,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Face recognition and analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Multimedia; Trainer; Animation; Human–computer interaction; Software; Service (business); Graphics; Computer facial animation; Interactive television; Computer animation; World Wide Web; Computer graphics (images)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001038184,0.0002487302,0.0002870718,0.00007760321,0.0000963183,0.0002286801,0.000378793,0.0002185358,0.00002340838],"category_scores_gemma":[0.00001258138,0.0002462002,0.0003122543,0.0000184816,0.00002822741,0.0001646694,0.00007916654,0.00009866835,0.0003149235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002459514,"about_ca_system_score_gemma":0.00007256338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001356492,"about_ca_topic_score_gemma":0.00007012154,"domain_scores_codex":[0.9987622,0.00001066121,0.0003124629,0.0004265375,0.0002756933,0.0002124353],"domain_scores_gemma":[0.999121,0.00001781069,0.0002119065,0.0003286314,0.0002144806,0.0001062102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004819889,0.000005793221,7.068465e-7,0.00001386804,0.00004934522,0.000001849356,0.00002510891,0.000009203188,0.00007747144,0.9129822,0.001820714,0.08500897],"study_design_scores_gemma":[0.00127445,0.0002477368,0.00003981957,0.0003611754,0.0002662507,0.00004974987,0.00003405719,0.03373507,0.0005821878,0.6367413,0.3254625,0.001205773],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001312703,0.0001313199,0.4192444,0.0002699515,0.0001965617,0.000275279,0.00006732468,0.0001475904,0.5796545],"genre_scores_gemma":[0.1230158,0.00003621924,0.06132318,0.003125785,0.0006712997,0.0001072947,0.00006645695,0.00005673119,0.8115972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3579212,"threshold_uncertainty_score":0.999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06427057694030061,"score_gpt":0.2575778823263313,"score_spread":0.1933073053860307,"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."}}