{"id":"W4239096549","doi":"10.31234/osf.io/zv4dq","title":"Emphasizing publishers does not effectively reduce susceptibility to misinformation on social media","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; William and Flora Hewlett Foundation; Miami Foundation; John Templeton Foundation","keywords":"Misinformation; Social media; Visibility; Appeal; Psychological intervention; Internet privacy; Public relations; Advertising; Political science; Sociology; Media studies; Psychology; Business; Computer science; Law; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064654,0.0006404003,0.0005779634,0.001054578,0.0008320402,0.002347107,0.0007644147,0.001472297,0.006615945],"category_scores_gemma":[0.05838787,0.0003344673,0.0003462984,0.0006980051,0.00178088,0.002897975,0.001762311,0.001482834,0.001129563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280187,"about_ca_system_score_gemma":0.001178778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007867526,"about_ca_topic_score_gemma":0.001097116,"domain_scores_codex":[0.9941063,0.003534094,0.0003201302,0.0005220519,0.001206923,0.0003105327],"domain_scores_gemma":[0.892288,0.08191681,0.01215505,0.007861432,0.002439306,0.003339519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006104577,0.02728806,0.1519784,0.00362011,0.0009779269,0.0006739073,0.01440895,0.002978138,0.07860143,0.0235527,0.0142523,0.6755635],"study_design_scores_gemma":[0.004069557,0.04988573,0.6073037,0.001649253,0.003121633,0.001699635,0.0200645,0.01810767,0.1034437,0.09776652,0.09248526,0.0004028299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588283,0.0008841305,0.004095903,0.004980081,0.0002291129,0.0002007017,0.00009258021,0.0003941958,0.03029492],"genre_scores_gemma":[0.9938022,0.0004779049,0.002761778,0.0009505448,0.0001865648,0.00008670212,0.00003701142,0.00002987107,0.001667484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006615945,"threshold_uncertainty_score":0.03419274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018564063335766,"score_gpt":0.3715621867744582,"score_spread":0.2697057804408817,"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."}}