{"id":"W4383224360","doi":"10.1111/spc3.12797","title":"Personal need for structure as a protective factor on beliefs and coping with COVID‐19: A crowd‐sourced multicultural exploration","year":2023,"lang":"en","type":"article","venue":"Social and Personality Psychology Compass","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Misinformation; Pandemic; Coronavirus disease 2019 (COVID-19); Coping (psychology); Perception; Multiculturalism; Social psychology; Dysfunctional family; Computer-assisted web interviewing; Applied psychology; Clinical psychology; Computer security; Medicine","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":[0.003173248,0.0003943312,0.0003218082,0.0007279671,0.002038951,0.001730904,0.0004264202,0.0005063356,0.002532229],"category_scores_gemma":[0.006442106,0.00029384,0.000620336,0.0003799151,0.001090199,0.0008169256,0.001766681,0.0007710782,0.0001722832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006135783,"about_ca_system_score_gemma":0.001046767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01458019,"about_ca_topic_score_gemma":0.01811321,"domain_scores_codex":[0.9988788,0.0005948883,0.00004741364,0.0001263089,0.0001685203,0.0001841443],"domain_scores_gemma":[0.9957138,0.001708751,0.0009226449,0.0003267376,0.0004985174,0.0008294809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003034532,0.0009237168,0.9486333,0.00005913115,0.0001081386,0.0001682204,0.03899132,0.00005926371,0.0005165981,0.0001720231,0.0003980063,0.009666737],"study_design_scores_gemma":[0.00002260411,0.0006811479,0.9131203,0.00006128201,0.00005479079,0.00009091855,0.08439197,0.0004175781,0.0002053735,0.0001748977,0.000754604,0.00002455901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995515,0.00002404734,0.00004350712,0.00004066285,0.000004991083,0.00001261309,0.00002738784,5.841138e-7,0.0002946607],"genre_scores_gemma":[0.9996608,0.00002643169,0.00007864181,0.00003787241,0.000005887626,0.00002071194,0.00002768919,7.248492e-7,0.0001413278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458019,"threshold_uncertainty_score":0.02899063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1813530488678755,"score_gpt":0.4651164039472572,"score_spread":0.2837633550793817,"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."}}