{"id":"W3085679893","doi":"","title":"Detecting Differences Between Concealed and Unconcealed Emotions Using iMotions EMOTIENT","year":2020,"lang":"en","type":"article","venue":"","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Sadness; Contempt; Disgust; Psychology; Anger; Facial expression; Surprise; Social psychology; Cognitive psychology; Communication","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":[0.0004536458,0.0003861823,0.000257708,0.0003946426,0.0001206516,0.0003181126,0.0001805234,0.0002905664,0.004039121],"category_scores_gemma":[0.002812335,0.0001290387,0.000194338,0.0001296394,0.0001933075,0.0003286585,0.0004819549,0.0003039041,0.0007954203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009256764,"about_ca_system_score_gemma":0.00006399992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001916727,"about_ca_topic_score_gemma":0.0004299179,"domain_scores_codex":[0.9997264,0.00005734045,0.00001772255,0.00006157706,0.0001047704,0.00003217977],"domain_scores_gemma":[0.9990465,0.0004651366,0.0001814966,0.00007220814,0.0001689038,0.00006574971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002340294,0.000304746,0.04698048,0.0005361839,0.00006600827,0.0003789819,0.002237572,0.0003495178,0.8076175,0.0003553279,0.001138162,0.1376951],"study_design_scores_gemma":[0.00006296173,0.003570359,0.818794,0.0001000058,0.0001232792,0.002047407,0.001539992,0.007642212,0.1624602,0.0004482612,0.003130932,0.00008046617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863195,0.0001467081,0.01091884,0.00004216591,0.000031892,0.00009903232,0.0002505717,0.0001392876,0.002052089],"genre_scores_gemma":[0.9729963,0.0002082218,0.02284015,0.00009017815,0.00002504462,0.0002316264,0.0003248459,0.00005214534,0.003231488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004039121,"threshold_uncertainty_score":0.01351219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1471492115132749,"score_gpt":0.3593178249981079,"score_spread":0.212168613484833,"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."}}