{"id":"W2529070008","doi":"","title":"The Perception and Recognition of Emotions and Facial Expression","year":2009,"lang":"en","type":"article","venue":"Journal of Undergraduate Life Sciences","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sadness; Psychology; Disgust; Facial expression; Cognitive psychology; Emotional expression; Surprise; Emotion classification; Perception; Happiness; Affective science; Anger; Social psychology; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005563791,0.0003697204,0.0004362982,0.0005335502,0.000190835,0.001218452,0.0003910862,0.0007445443,0.002609878],"category_scores_gemma":[0.001907583,0.0001229973,0.0003672907,0.0005586501,0.0008551592,0.0009878728,0.0005019983,0.0003996232,0.0009195497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004079764,"about_ca_system_score_gemma":0.0002641996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393727,"about_ca_topic_score_gemma":0.0006867347,"domain_scores_codex":[0.9995123,0.0001055255,0.00003651859,0.0001190369,0.0001813526,0.00004527616],"domain_scores_gemma":[0.9996867,0.0001055251,0.00008683538,0.00002336866,0.00008263133,0.00001499502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002169448,0.00007198831,0.007654855,0.0019623,0.0001046457,0.0007001419,0.001818376,0.0007236017,0.1082312,0.01998736,0.005886634,0.8526419],"study_design_scores_gemma":[0.00006511182,0.001093839,0.5293141,0.00212953,0.000383547,0.01040823,0.004682216,0.006714437,0.0898951,0.08678185,0.2681994,0.0003326984],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2763145,0.4159276,0.118432,0.004784346,0.001801094,0.0003059793,0.001177947,0.0006340269,0.1806224],"genre_scores_gemma":[0.7981549,0.1447114,0.02886814,0.00101431,0.0007074676,0.0002125964,0.0005384722,0.00007870997,0.02571421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002609878,"threshold_uncertainty_score":0.008730888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07258677260347261,"score_gpt":0.3136759807426781,"score_spread":0.2410892081392055,"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."}}