{"id":"W4411089805","doi":"10.1016/j.copsyc.2025.102069","title":"Evolutionary theory and personality","year":2025,"lang":"en","type":"review","venue":"Current Opinion in Psychology","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Personality; Personality theory; Social 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":[0.001319243,0.0006719487,0.0009777411,0.001515222,0.000635273,0.002099934,0.0008275459,0.001837931,0.004651523],"category_scores_gemma":[0.001892456,0.0001420094,0.0004828115,0.001989177,0.003872453,0.001608023,0.001232741,0.002465247,0.00128663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647942,"about_ca_system_score_gemma":0.001607066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360637,"about_ca_topic_score_gemma":0.001559143,"domain_scores_codex":[0.9993467,0.0002749104,0.00003746134,0.0001155269,0.0001769463,0.00004858939],"domain_scores_gemma":[0.9991651,0.0005277317,0.00007571813,0.00003358991,0.0001183035,0.00007962368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003476435,0.00004953792,0.001513911,0.005184259,0.0001246708,0.0002278857,0.0008210151,0.0008322598,0.0003354637,0.1194287,0.0206572,0.8507903],"study_design_scores_gemma":[0.00001818,0.00009065682,0.01387502,0.006219033,0.00007847856,0.002010388,0.0006994918,0.0003372543,0.0001516293,0.2051691,0.7712995,0.00005128494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001154108,0.9796595,0.001756105,0.004320836,0.0006424009,0.00001294426,0.00003099502,0.00001473263,0.01240824],"genre_scores_gemma":[0.02329464,0.9679931,0.001360107,0.001975147,0.001099998,0.0000302002,0.00007413088,0.000007794396,0.004164855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004651523,"threshold_uncertainty_score":0.01556087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1875968362616263,"score_gpt":0.5271254935335028,"score_spread":0.3395286572718764,"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."}}