{"id":"W4363647198","doi":"10.20944/preprints202304.0138.v1","title":"Extraversion in COVID-19 Coping","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Extraversion and introversion; Coping (psychology); Psychology; Trait; Personality; Coronavirus disease 2019 (COVID-19); Big Five personality traits; Social psychology; Developmental psychology; Clinical psychology; Medicine; Computer science; Disease","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":[0.001525367,0.0002447298,0.0002539571,0.0006877685,0.0004410158,0.00173728,0.0002049262,0.0003656728,0.004620147],"category_scores_gemma":[0.006205225,0.0001096331,0.0005535534,0.0007614212,0.0007048478,0.0005530548,0.001100115,0.001036898,0.0003857117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000328444,"about_ca_system_score_gemma":0.0003014153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006872621,"about_ca_topic_score_gemma":0.001055095,"domain_scores_codex":[0.9990205,0.0003709439,0.00007439794,0.00009200526,0.0002815144,0.0001605733],"domain_scores_gemma":[0.9939362,0.00240893,0.001841691,0.0005017197,0.0004022597,0.0009091946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002134176,0.0002161232,0.9133378,0.000302102,0.0003308781,0.0002977595,0.00697077,0.0001989172,0.001268716,0.002407131,0.001478359,0.07297803],"study_design_scores_gemma":[0.000006015339,0.0001032252,0.9916869,0.0001050942,0.00004020008,0.0003156564,0.003138778,0.0001877347,0.0001800018,0.001400084,0.002817184,0.0000190574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862028,0.0011862,0.0006962058,0.0007535713,0.00008650464,0.00002565382,0.0002319512,0.00001205477,0.01080504],"genre_scores_gemma":[0.9984229,0.0003105541,0.0002148156,0.0001180438,0.00002461665,0.000007049689,0.000105286,0.000003025298,0.0007937023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004620147,"threshold_uncertainty_score":0.0154559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4286223254069041,"score_gpt":0.5190429189874743,"score_spread":0.09042059358057025,"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."}}