{"id":"W2910761931","doi":"10.1037/pspp0000193","title":"Why are well-adjusted people seen more accurately? The role of personality-behavior congruence in naturalistic social settings.","year":2019,"lang":"en","type":"article","venue":"Journal of Personality and Social Psychology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Psychology; Congruence (geometry); PsycINFO; Personality; Trait; Big Five personality traits; Naturalism; Social psychology; Social perception; Social relation; Developmental psychology; Perception; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001992521,0.0002160981,0.0007088353,0.0001499851,0.0002709694,0.00003216154,0.0005049799,0.0004505052,0.00172354],"category_scores_gemma":[0.0001033642,0.000171907,0.0002260765,0.0003505182,0.0005692807,0.0001560082,0.00007586565,0.001526913,0.00002430887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429475,"about_ca_system_score_gemma":0.0001216597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530257,"about_ca_topic_score_gemma":0.0007500881,"domain_scores_codex":[0.9963868,0.001285114,0.0008269546,0.0003367553,0.000599935,0.0005644902],"domain_scores_gemma":[0.9980878,0.0003586856,0.0009073179,0.0001821148,0.0003333897,0.0001306471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002192192,0.001048412,0.8495359,0.000451088,0.0002326013,0.0001175459,0.1140159,7.713483e-7,0.001437295,0.0093254,0.01500312,0.006639803],"study_design_scores_gemma":[0.00190947,0.0002372397,0.9381234,0.00003896029,0.00004960976,0.0001632669,0.04444399,0.0000121865,0.00001065782,0.00071067,0.01414562,0.0001548958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658521,0.000884794,0.000003175903,0.02956033,0.0007745198,0.0004291619,0.00009263588,0.000007641968,0.002395623],"genre_scores_gemma":[0.9932446,0.00004354091,0.00003194383,0.005777243,0.000524441,0.00001593028,0.0000105313,0.00001880589,0.0003329608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08858752,"threshold_uncertainty_score":0.999189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0857214676269565,"score_gpt":0.4459216935781227,"score_spread":0.3602002259511662,"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."}}