{"id":"W765654845","doi":"10.1007/s10919-015-0213-9","title":"Ratings of Conscientiousness from Physical Appearance Predict Undergraduate Academic Performance","year":2015,"lang":"en","type":"article","venue":"Journal of Nonverbal Behavior","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Conscientiousness; Psychology; Applied psychology; Social psychology; Personality; Developmental psychology; Big Five personality traits; Extraversion and introversion","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":[0.000711722,0.0004609661,0.0002504342,0.0008185921,0.0004271994,0.001255293,0.0002948343,0.0008987405,0.003836984],"category_scores_gemma":[0.006953578,0.0002415161,0.0003716913,0.0003848075,0.0004437778,0.0004685524,0.0007407247,0.001291646,0.0008988595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767272,"about_ca_system_score_gemma":0.0003483096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00274207,"about_ca_topic_score_gemma":0.007305419,"domain_scores_codex":[0.9996715,0.00007951065,0.00002915959,0.00004602276,0.0001013965,0.00007237401],"domain_scores_gemma":[0.9930768,0.001586498,0.002387269,0.0003031153,0.0005256184,0.002120715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001358363,0.0003315223,0.9942095,0.000007148878,0.00003756322,0.00004087666,0.0002280635,0.00008156038,0.0009975339,0.00003233443,0.0001280827,0.00376991],"study_design_scores_gemma":[0.000004406836,0.00007877479,0.999325,0.000003157899,0.000006576808,0.00002760705,0.0001322251,0.0002171825,0.0001182207,0.00004201174,0.0000422268,0.000002624224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991791,0.00003285992,0.00003091114,0.00003570607,0.000007049002,0.000002933259,0.00001986749,0.000002572071,0.0006890766],"genre_scores_gemma":[0.9993595,0.00002750013,0.0000418038,0.00001999998,0.000008728816,0.000002763051,0.0000594594,0.000001798435,0.0004784103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003836984,"threshold_uncertainty_score":0.01283598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0505971701977944,"score_gpt":0.3523717619521198,"score_spread":0.3017745917543254,"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."}}