{"id":"W6924803135","doi":"10.17605/osf.io/6se82","title":"Beliefs and Coping with COVID-19","year":2021,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coping (psychology); Perception; Personality; Qualitative research; Coping behavior","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001550813,0.0003992298,0.0005682806,0.0004314075,0.0006108371,0.002376077,0.003731814,0.0003722136,0.01200669],"category_scores_gemma":[0.002221659,0.0003274071,0.00002689674,0.003443518,0.002911941,0.0003248258,0.002388975,0.0006820979,0.001010295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167092,"about_ca_system_score_gemma":0.003724187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555745,"about_ca_topic_score_gemma":0.0007801919,"domain_scores_codex":[0.9961661,0.00009554917,0.0001969766,0.001631782,0.001183888,0.0007257409],"domain_scores_gemma":[0.996834,0.0002190727,0.0003461888,0.001691841,0.00008936765,0.0008194653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002659326,0.0000644545,0.003031241,0.0001647124,0.00004619439,0.0002104157,0.001106624,0.00002859175,0.0002098291,0.02824764,0.9658586,0.00100512],"study_design_scores_gemma":[0.0002741986,0.00005372286,0.0001985177,0.002161232,0.00002100732,0.00006545732,0.0002115342,0.00001011218,0.00003433186,0.001329374,0.9950587,0.0005818148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004501747,0.002548297,0.008123169,0.002084835,0.0004940256,0.001483688,0.0001095905,0.0002344967,0.9848769],"genre_scores_gemma":[0.0005732282,0.0002126037,0.2355153,0.01204231,0.0005350942,0.0001590668,0.0000394221,0.001245566,0.7496774],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2351995,"threshold_uncertainty_score":0.9999178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0492916811965132,"score_gpt":0.389120461337354,"score_spread":0.3398287801408408,"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."}}