{"id":"W3044598694","doi":"10.35502/jcswb.146","title":"Special COVID-19 Issue","year":2020,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Outbreak; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001351292,0.0001417111,0.0003598218,0.000089281,0.0006653597,0.00003009242,0.0003655427,0.0001073124,0.002528226],"category_scores_gemma":[0.0002201105,0.0001316014,0.0001192199,0.0001734237,0.0001058961,0.0001476295,0.0001529656,0.001322019,0.0001124118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001853573,"about_ca_system_score_gemma":0.0002775301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007030122,"about_ca_topic_score_gemma":0.0001167038,"domain_scores_codex":[0.9979708,0.0009062184,0.0005837461,0.00008060956,0.0002064979,0.0002521939],"domain_scores_gemma":[0.9978826,0.0008483966,0.0003185896,0.0002256393,0.00005053677,0.0006742411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0108664,0.001061582,0.02816302,0.001098799,0.0004345281,0.0006325069,0.4931738,0.000224919,0.0002449181,0.04174737,0.2504963,0.1718559],"study_design_scores_gemma":[0.002036074,0.0007197403,0.01223668,0.00003989127,0.00004308205,0.0002055312,0.01292722,0.00001438741,0.00003103276,0.002767552,0.9688453,0.0001335227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4442109,0.001033568,0.005004193,0.1608034,0.003961736,0.0003875225,0.00001453557,0.00006714535,0.384517],"genre_scores_gemma":[0.9399268,0.0007758409,0.0001429645,0.05351728,0.00493911,6.445739e-7,0.000005361009,0.0000179843,0.000674008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.718349,"threshold_uncertainty_score":0.9983836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06093624671564261,"score_gpt":0.3909096658024144,"score_spread":0.3299734190867717,"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."}}