{"id":"W3016402220","doi":"10.1073/pnas.1919934117","title":"Neuroticism may not reflect emotional variability","year":2020,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Mental Health Research Topics","field":"Psychology","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Onderzoeksraad, KU Leuven; Horizon 2020; KU Leuven; Australian Research Council; European Commission; Washington University in St. Louis","keywords":"Neuroticism; Psychology; Personality; Association (psychology); Big Five personality traits; Developmental psychology; Clinical psychology; Social psychology","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":[0.01146904,0.0005859187,0.001400484,0.00134897,0.0004213668,0.001975673,0.0007766992,0.0005254569,0.001876792],"category_scores_gemma":[0.02640456,0.0003935728,0.002432377,0.001764119,0.001406413,0.001406526,0.001259459,0.001612125,0.0001640556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004630096,"about_ca_system_score_gemma":0.0006351997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001983664,"about_ca_topic_score_gemma":0.004057026,"domain_scores_codex":[0.9923682,0.004048342,0.001179394,0.001174212,0.001020338,0.0002094721],"domain_scores_gemma":[0.9727243,0.01652602,0.005883761,0.003016018,0.001319546,0.0005302252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009518411,0.00007052896,0.8627434,0.005881314,0.03037088,0.0003782984,0.001515004,0.001044407,0.001664486,0.004457651,0.002796633,0.08812552],"study_design_scores_gemma":[0.0001046748,0.0003537683,0.9669101,0.001415787,0.007483992,0.0005823538,0.0006898111,0.0007822553,0.0006950639,0.01402498,0.006891476,0.00006578979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7827548,0.1668935,0.01744699,0.00713319,0.001386856,0.0002416279,0.003119173,0.00008846979,0.02093533],"genre_scores_gemma":[0.9908724,0.00591021,0.001243468,0.0008221151,0.0001932419,0.00005778979,0.0005077184,0.00001742072,0.0003756231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01146904,"threshold_uncertainty_score":0.06065476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2549906043170959,"score_gpt":0.47066340200769,"score_spread":0.2156727976905941,"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."}}