{"id":"W4395012995","doi":"10.1101/2024.04.18.590056","title":"Personality traits vary in their association with brain activity across situations","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Queen's University","funders":"","keywords":"Psychology; Personality; Big Five personality traits; Trait; Conscientiousness; Brain activity and meditation; Openness to experience; Agreeableness; Association (psychology); Context (archaeology); Cognitive psychology; Cognition; Human Connectome Project; Social psychology; Developmental psychology; Extraversion and introversion; Neuroscience; Electroencephalography; Biology","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":[0.000496254,0.0002120871,0.0002227935,0.0003830507,0.0002454743,0.000783634,0.0001526089,0.0002691957,0.002220499],"category_scores_gemma":[0.004031823,0.0001567329,0.000250497,0.0002807573,0.0003589662,0.0002576711,0.0006619573,0.0004912202,0.0001704981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276414,"about_ca_system_score_gemma":0.00007577899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060813,"about_ca_topic_score_gemma":0.002054988,"domain_scores_codex":[0.9996442,0.000122428,0.0000247782,0.0001113567,0.00005065857,0.00004662406],"domain_scores_gemma":[0.997829,0.0008931613,0.0006390823,0.000302242,0.0001267611,0.0002096968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006698453,0.0001497086,0.9116003,0.0001092784,0.0004853498,0.0001684324,0.001273524,0.001568231,0.0657979,0.0003857088,0.000401985,0.01738969],"study_design_scores_gemma":[0.000001865576,0.00003808457,0.9983618,0.000004193157,0.00001256326,0.0000440178,0.00008597867,0.0007881773,0.0003831197,0.0002291617,0.00004633373,0.000004903598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981322,0.0000416648,0.001101714,0.00002819619,0.000005120795,0.000007093394,0.0001619303,0.00001189489,0.0005102259],"genre_scores_gemma":[0.9993671,0.00001008527,0.0004036504,0.0000084097,0.000002705941,0.000005831365,0.0001115846,0.000003921301,0.00008677848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002220499,"threshold_uncertainty_score":0.007428348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037096118345123,"score_gpt":0.2568267178216115,"score_spread":0.2264557566381603,"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."}}