{"id":"W4212947065","doi":"10.31234/osf.io/a9frz","title":"Understanding and Combating Misinformation Across 16 Countries on Six Continents","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Australian Research Council; Canadian Institutes of Health Research; William and Flora Hewlett Foundation; Miami Foundation; John Templeton Foundation; Social Sciences and Humanities Research Council of Canada; Alfred P. Sloan Foundation; National Science Foundation","keywords":"Misinformation; Discernment; Globe; Psychological intervention; Psychology; Blame; Disinformation; Social psychology; Attribution; Political science; Internet privacy; Epistemology; Social media; Computer science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005469417,0.0003172619,0.0004628492,0.0009596518,0.001213885,0.001974605,0.0003448848,0.0007647502,0.002097195],"category_scores_gemma":[0.02221501,0.0002386352,0.0003274191,0.0008891989,0.00164806,0.002168837,0.00187682,0.0007484416,0.0002599286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004952845,"about_ca_system_score_gemma":0.0006218638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003850576,"about_ca_topic_score_gemma":0.004910441,"domain_scores_codex":[0.998315,0.001108804,0.0001128244,0.0001460107,0.0001673668,0.0001500443],"domain_scores_gemma":[0.9774051,0.01485121,0.003763146,0.001875548,0.001315219,0.0007897626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002805912,0.001684066,0.7080117,0.0006099865,0.0002178345,0.0006200765,0.1655877,0.003749341,0.005713909,0.002561197,0.001536157,0.1069021],"study_design_scores_gemma":[0.0002579746,0.002131562,0.8033742,0.000297855,0.0002034782,0.00026374,0.1708631,0.005704188,0.005041803,0.003485542,0.008250888,0.0001256791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990839,0.00002378816,0.00007259448,0.00005260284,0.000002160016,0.00001178745,0.00001589468,0.000003015412,0.000734266],"genre_scores_gemma":[0.9991497,0.00006810807,0.0003961996,0.0000634137,0.000003412465,0.00002210058,0.00004712191,0.000002591473,0.0002472504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005469417,"threshold_uncertainty_score":0.02892536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1752110486397447,"score_gpt":0.3912864087366335,"score_spread":0.2160753600968887,"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."}}