{"id":"W4378469186","doi":"10.3390/covid3060061","title":"Extraversion in COVID-19 Coping and Actionable Insights from Considering Self-Directed Learning","year":2023,"lang":"en","type":"article","venue":"COVID","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Extraversion and introversion; Psychology; Coping (psychology); Personality; Big Five personality traits; Trait; Coronavirus disease 2019 (COVID-19); Social psychology; Clinical psychology; Medicine; Disease; Computer science","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":[0.001959172,0.0002422458,0.0002346317,0.001118963,0.0006138471,0.003335878,0.0002377375,0.000352881,0.002723637],"category_scores_gemma":[0.005816446,0.0001119595,0.0004884753,0.0008171324,0.001328034,0.001082997,0.001396675,0.001274345,0.0001653496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006122896,"about_ca_system_score_gemma":0.0006844013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00090208,"about_ca_topic_score_gemma":0.002219733,"domain_scores_codex":[0.9988537,0.0005877769,0.00005805749,0.00008280786,0.0002663469,0.0001512532],"domain_scores_gemma":[0.9946703,0.002493353,0.001316585,0.0003474569,0.0003646195,0.000807745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002067238,0.0005757078,0.7142256,0.000934686,0.0003733886,0.0007922952,0.08792193,0.0003828674,0.002279548,0.01154665,0.002076579,0.178684],"study_design_scores_gemma":[0.00001344219,0.0002022662,0.9163445,0.0004148025,0.00009158673,0.0006815837,0.06102511,0.0006035893,0.0004620718,0.01064543,0.009468317,0.0000473138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805471,0.001095139,0.001139119,0.001287333,0.00005442098,0.00002510845,0.00007975957,0.00001079055,0.01576115],"genre_scores_gemma":[0.9984035,0.0004052712,0.0003860276,0.0001359976,0.00001593902,0.000006736424,0.00004632426,0.000002491859,0.0005976773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003335878,"threshold_uncertainty_score":0.01036125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07938026545282154,"score_gpt":0.392671229702157,"score_spread":0.3132909642493354,"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."}}