{"id":"W4249959585","doi":"10.31219/osf.io/6tcdn","title":"The Causes and Consequences of COVID-19 Misperceptions: Understanding the Role of News and Social Media","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Misinformation; Social distance; Social media; Coronavirus disease 2019 (COVID-19); Pandemic; Psychology; Social psychology; Newspaper; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Consumption (sociology); Political science; Advertising; Sociology; Medicine; Business; Virology; Outbreak","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007254969,0.00008296232,0.0001669758,0.00003310289,0.0009621626,0.0002054024,0.0002034377,0.0001157997,0.0001923872],"category_scores_gemma":[0.00150531,0.00004637308,0.00004188024,0.00008937917,0.00301609,0.0000909384,0.0001456956,0.0001450554,0.000001103651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007084289,"about_ca_system_score_gemma":0.0008628424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003990913,"about_ca_topic_score_gemma":0.01417432,"domain_scores_codex":[0.9989898,0.000209852,0.0002613807,0.00009745576,0.0003227768,0.0001187457],"domain_scores_gemma":[0.9984378,0.001069701,0.0002523417,0.00008234066,0.00005100004,0.0001067979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001164519,0.000003306585,0.000276053,0.00005051417,0.0000281094,1.276657e-7,0.5626107,0.000003587494,0.0001385694,0.4333952,0.002186051,0.001296134],"study_design_scores_gemma":[0.00009106629,0.000007226599,0.0004534672,0.00001387536,0.00002287905,5.955856e-7,0.8229134,0.00003229301,0.00005862908,0.1650058,0.01133646,0.00006426613],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4254554,0.00434901,0.003618879,0.3248505,0.0008559588,0.002122904,0.0003363785,0.0001538251,0.2382572],"genre_scores_gemma":[0.9960294,0.003059695,0.00004768976,0.0007140483,0.00007483797,0.000001764618,0.000003752306,0.000002730232,0.00006608024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.570574,"threshold_uncertainty_score":0.9996971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1873847231659624,"score_gpt":0.3790027264677842,"score_spread":0.1916180033018219,"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."}}