{"id":"W2096186423","doi":"10.1177/0963721411424739","title":"What Are Emotion Expressions For?","year":2011,"lang":"en","type":"article","venue":"Current Directions in Psychological Science","topic":"Emotions and Moral Behavior","field":"Psychology","cited_by":312,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Evolutionary psychology; Comparative psychology; Expression (computer science); Nonverbal communication; Cognitive psychology; Emotional expression; Cognitive science; Social psychology; Cognition; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002909977,0.0006753989,0.000676534,0.001140603,0.001907835,0.008120924,0.0006676472,0.002057379,0.008470172],"category_scores_gemma":[0.01108503,0.0002048312,0.0005770969,0.001088187,0.00669184,0.009699659,0.001493152,0.002630154,0.003449756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327501,"about_ca_system_score_gemma":0.0009333908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086018,"about_ca_topic_score_gemma":0.0006357387,"domain_scores_codex":[0.9971681,0.001557828,0.0001462716,0.0004499222,0.0004512052,0.0002266413],"domain_scores_gemma":[0.9974935,0.0009340146,0.0005142742,0.0002510545,0.0006056647,0.0002015768],"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":[0.0002622463,0.00006453981,0.007760323,0.001790378,0.0001350762,0.000559642,0.03411508,0.000264898,0.006570301,0.630711,0.05114569,0.2666208],"study_design_scores_gemma":[0.00003164508,0.00007559559,0.01799855,0.002663089,0.0001107007,0.00235796,0.02458289,0.0008004939,0.002251514,0.4890446,0.4599525,0.0001305512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08155397,0.1332497,0.08965935,0.1937589,0.009823344,0.000193492,0.001561685,0.0004728721,0.4897267],"genre_scores_gemma":[0.8825662,0.04171428,0.02719003,0.0162702,0.004024224,0.0003797696,0.000800208,0.0004887782,0.0265664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008470172,"threshold_uncertainty_score":0.02833557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2637533915506857,"score_gpt":0.4877232639264637,"score_spread":0.223969872375778,"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."}}