{"id":"W4206491057","doi":"10.31235/osf.io/b38vs","title":"The Fears of Being Infected by the COVID–19 Virus in Canada: A Look At Germophobes, Crowd-Averse, Fearless and Other Population Segments","year":2020,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Population; Categorization; Public health; Coronavirus disease 2019 (COVID-19); Psychology; Marketing; Business; Demography; Medicine; Nursing; Sociology; Infectious disease (medical specialty); Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005319703,0.0003200584,0.0003162159,0.001498973,0.003470574,0.001317344,0.0007833194,0.0003682377,0.0015896],"category_scores_gemma":[0.001379687,0.0002832275,0.000678007,0.002750531,0.0010305,0.000540147,0.00132124,0.0008599271,0.0001088433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02273882,"about_ca_system_score_gemma":0.02692686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935493,"about_ca_topic_score_gemma":0.9960589,"domain_scores_codex":[0.9993011,0.00004212166,0.00002752019,0.00005676971,0.0002839975,0.000288532],"domain_scores_gemma":[0.9989297,0.00005798853,0.0002557423,0.00001772684,0.0003908618,0.000347986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001008421,0.00005757612,0.9738761,0.00005836592,0.00003842718,0.0001257681,0.01443636,0.00008127948,0.0003422937,0.0001868543,0.001225051,0.009471189],"study_design_scores_gemma":[0.000001880144,0.00002499606,0.9829682,0.00002082439,0.000008321129,0.00002902197,0.01599221,0.0001070767,0.00003402172,0.00001725886,0.0007852049,0.0000110973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972096,0.0002618122,0.00004310982,0.0003412305,0.000005805413,0.00002806357,0.0005602521,0.000002153512,0.001547849],"genre_scores_gemma":[0.9980653,0.0004249054,0.00008913707,0.000113954,0.000004188132,0.00001284308,0.0004973035,0.000002222562,0.0007901642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02273882,"threshold_uncertainty_score":0.1649825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05241801142788173,"score_gpt":0.3581967376161858,"score_spread":0.305778726188304,"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."}}