{"id":"W2124662319","doi":"10.1016/s0304-3959(02)00037-4","title":"Detecting deception in pain expressions: the structure of genuine and deceptive facial displays","year":2002,"lang":"en","type":"article","venue":"Pain","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University; Lawson Health Research Institute; St. Joseph's Hospital","funders":"","keywords":"Facial expression; Eyebrow; Facial Action Coding System; Psychology; Deception; Contiguity; Expression (computer science); Cognitive psychology; Audiology; Action (physics); Communication; Social psychology; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0008951571,0.000228978,0.000237105,0.001028723,0.0002722068,0.0008783626,0.0001984976,0.0003720885,0.001423165],"category_scores_gemma":[0.01011607,0.0001920366,0.0002083466,0.0004579308,0.0007581812,0.001154591,0.0009104572,0.0003842197,0.0001955839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815835,"about_ca_system_score_gemma":0.000263786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007117925,"about_ca_topic_score_gemma":0.0007489374,"domain_scores_codex":[0.9993955,0.0002211564,0.00004835978,0.0000954271,0.0001730168,0.00006654018],"domain_scores_gemma":[0.9962052,0.002035475,0.0008775701,0.0003268702,0.000447501,0.0001073831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002652528,0.0001340347,0.1144563,0.0009359987,0.0001206142,0.001113866,0.01776283,0.002265119,0.4685128,0.005464918,0.0005849379,0.3859961],"study_design_scores_gemma":[0.00003307366,0.0006867432,0.9532982,0.000173283,0.0001012601,0.002652854,0.0034298,0.01215341,0.02027441,0.004256948,0.002841478,0.00009855317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756081,0.001023488,0.0179752,0.0001442338,0.00002578714,0.00008300527,0.000175168,0.00004450042,0.004920478],"genre_scores_gemma":[0.9915922,0.0003798446,0.007293086,0.00003759791,0.00002531828,0.0000499509,0.00009749702,0.00001958816,0.0005049471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001423165,"threshold_uncertainty_score":0.004760921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535058198846797,"score_gpt":0.2875434572574941,"score_spread":0.2621928752690261,"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."}}