{"id":"W1734381233","doi":"10.1017/cbo9780511843891.005","title":"Dynamic information for face perception","year":2012,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Face recognition and analysis","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Face (sociological concept); Perception; Face perception; Computer science; Artificial intelligence; Psychology; Computer vision; Cognitive psychology; Communication; Neuroscience; Linguistics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009229124,0.0002134353,0.0002190824,0.0002585704,0.0001749073,0.0001043192,0.0005280396,0.0002376433,0.000005581374],"category_scores_gemma":[0.000004938197,0.0002514958,0.0002578331,0.00001059552,0.00005181038,0.0007773702,0.0002161881,0.0001751332,0.0001106707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038575,"about_ca_system_score_gemma":0.000049594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001624612,"about_ca_topic_score_gemma":9.827212e-7,"domain_scores_codex":[0.9991974,0.00001568282,0.0001534465,0.0002311952,0.0001915455,0.0002107625],"domain_scores_gemma":[0.9990678,0.00003175534,0.0002027057,0.000374263,0.0001980056,0.0001254804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001461545,0.000006534796,2.542132e-7,0.00009476166,0.00009561077,0.000002734182,0.0001883525,0.00001221062,0.00004574766,0.8729088,0.009740155,0.1168902],"study_design_scores_gemma":[0.0003437012,0.00002428452,0.00001352674,0.00004981418,0.0001358197,0.0000055104,0.00005271114,0.02337408,0.00003225026,0.00001908294,0.9756117,0.0003375034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001182423,0.00002437446,0.4273509,0.0000320492,0.0001231954,0.0002364237,0.0001310396,0.0001275124,0.5719627],"genre_scores_gemma":[0.00181523,0.0001173353,0.003840501,0.0001216831,0.00003087602,0.000001497019,0.0002461746,0.000011828,0.9938149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9658716,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696157730759106,"score_gpt":0.1989553204228077,"score_spread":0.1819937431152167,"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."}}