{"id":"W4200003994","doi":"10.1093/geroni/igab046.3237","title":"A Coordinated Analysis Examining the Association Between Personality Traits and Cognitive Dispersion","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Cognition; Big Five personality traits; Personality; Openness to experience; Psychology; Dispersion (optics); Effects of sleep deprivation on cognitive performance; Cognitive test; Clinical psychology; Developmental psychology; Social psychology; Psychiatry","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":[0.03884504,0.001288002,0.004182226,0.008904058,0.001054058,0.002327171,0.001468385,0.0009140361,0.003372549],"category_scores_gemma":[0.06959864,0.0009601333,0.02227828,0.008281406,0.000602531,0.000862035,0.002729226,0.001200664,0.0002508749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246323,"about_ca_system_score_gemma":0.002787012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007703079,"about_ca_topic_score_gemma":0.01104208,"domain_scores_codex":[0.9497594,0.0356561,0.004678493,0.005386372,0.003567112,0.0009525999],"domain_scores_gemma":[0.9181942,0.05803735,0.008271581,0.008374544,0.006024645,0.001097759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.004536987,0.0001737128,0.2732943,0.01395033,0.6762881,0.0004809745,0.0005926809,0.002686694,0.0021358,0.0007543652,0.0028653,0.02224075],"study_design_scores_gemma":[0.001319455,0.002263579,0.3278061,0.0020001,0.6495672,0.0004214627,0.0007627302,0.005659658,0.001478994,0.001377103,0.007239772,0.0001038859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7507303,0.1430271,0.0731212,0.002092812,0.0009778811,0.003233124,0.02257741,0.0007856469,0.003454533],"genre_scores_gemma":[0.9733891,0.00371356,0.01748205,0.0002576177,0.00009943021,0.001769368,0.002751146,0.0001028804,0.00043492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03884504,"threshold_uncertainty_score":0.2054347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991883177197562,"score_gpt":0.3434542219602186,"score_spread":0.3035353901882429,"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."}}