{"id":"W3138237199","doi":"10.1016/j.ymeth.2021.03.009","title":"The cognitive science of COVID-19: Acceptance, denial, and belief change","year":2021,"lang":"en","type":"article","venue":"Methods","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cognition; Coherence (philosophical gambling strategy); Denial; Action (physics); Psychology; Pandemic; Cognitive science; Coronavirus disease 2019 (COVID-19); Contingency; Cognitive psychology; Cognitive neuroscience; Inference; Philosophy of science; Irrational number; Epistemology; Neuroscience; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.001314422,0.00006443581,0.00009984072,0.00004090641,0.0004619789,0.0000322402,0.0002092738,0.00002692687,0.00007143914],"category_scores_gemma":[0.004218882,0.00004452015,0.00002716913,0.0004558258,0.001363719,0.0001145877,0.0001704982,0.00008680935,0.000006327512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001798981,"about_ca_system_score_gemma":0.0001239056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008282079,"about_ca_topic_score_gemma":0.000005131652,"domain_scores_codex":[0.9987334,0.0004223976,0.0001179744,0.0003181011,0.0002177961,0.0001903565],"domain_scores_gemma":[0.9984292,0.001174026,0.00006222181,0.0001401346,0.00006789422,0.0001264701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007096603,0.0001117853,0.0006737982,0.00002265121,0.000005607126,0.00003546311,0.001010232,0.000001015754,0.7160222,0.02001518,0.0004735522,0.2615575],"study_design_scores_gemma":[0.0005540476,0.0001062672,0.02960106,0.00002279574,0.00001566192,0.0001281684,0.0004568461,0.0001113368,0.9185008,0.02175009,0.02862006,0.0001328562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127376,0.003085679,0.03431036,0.03002406,0.002089487,0.0004748341,0.00004748212,0.00006286056,0.01716764],"genre_scores_gemma":[0.9488114,0.00122279,0.03335503,0.01539222,0.0001358064,0.00005137943,8.215667e-7,0.000008421194,0.001022166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2614247,"threshold_uncertainty_score":0.5050701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3235804231120369,"score_gpt":0.4675752662673028,"score_spread":0.1439948431552659,"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."}}