{"id":"W4244892154","doi":"10.1177/1754073912457227","title":"Universality Revisited","year":2013,"lang":"en","type":"article","venue":"Emotion Review","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Universality (dynamical systems); Facial expression; Cognitive psychology; Matching (statistics); Social psychology; Subject (documents); Linguistics; Communication; Computer science; Mathematics; Statistics","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":[0.02824381,0.0007389671,0.002635438,0.003528554,0.001522659,0.003504907,0.004480925,0.002149726,0.006391732],"category_scores_gemma":[0.04565644,0.0005487713,0.001151945,0.002146941,0.03157914,0.01196355,0.007402706,0.007279878,0.00068849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002559366,"about_ca_system_score_gemma":0.001622322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00273323,"about_ca_topic_score_gemma":0.001361296,"domain_scores_codex":[0.9788476,0.005657875,0.001294141,0.008875966,0.004333088,0.0009913982],"domain_scores_gemma":[0.9600277,0.02419298,0.003192695,0.008031162,0.003808273,0.0007471998],"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":[0.0004486221,0.00007992281,0.01583572,0.004208736,0.0007260969,0.000811563,0.008989864,0.0005940702,0.003535997,0.687688,0.008128853,0.2689525],"study_design_scores_gemma":[0.00006816638,0.000455005,0.04977506,0.003006861,0.0004435424,0.004369019,0.006951724,0.001545861,0.0038443,0.7365422,0.1928272,0.0001711044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.215716,0.4676345,0.09598351,0.08159498,0.006114186,0.0001827382,0.0008495607,0.0005685867,0.131356],"genre_scores_gemma":[0.916246,0.05426503,0.006694978,0.01333242,0.004584791,0.0001750193,0.000350781,0.0001937008,0.004157256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02824381,"threshold_uncertainty_score":0.1493693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06482606592368488,"score_gpt":0.302889812897122,"score_spread":0.2380637469734371,"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."}}