{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002422198,0.0003074328,0.0004095277,0.0002493155,0.0007205816,0.001768269,0.000645085,0.0005065508,0.001045039],"category_scores_gemma":[0.008031737,0.0002466899,0.000214755,0.0004343371,0.0001593004,0.001709607,0.0003192441,0.0006515597,0.0005325407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007852457,"about_ca_system_score_gemma":0.0008440346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115395,"about_ca_topic_score_gemma":0.001812308,"domain_scores_codex":[0.9967506,0.0003823396,0.0006037804,0.0004210138,0.001339183,0.0005030765],"domain_scores_gemma":[0.9979779,0.0004499102,0.0003500229,0.0002841654,0.0003661636,0.0005717957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002446874,0.00006901745,0.00002686081,0.0001834594,0.00005266783,0.000001459194,0.7254093,0.00007722117,0.0003475212,0.01193624,0.1390425,0.1226091],"study_design_scores_gemma":[0.003457042,0.0004053052,0.121827,0.0006607621,0.0001913033,0.000001558726,0.6245329,0.0007065739,0.02734095,0.01712413,0.1991512,0.004601258],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5792639,0.000002499267,0.0006690145,0.0439062,0.003255814,0.001600694,0.00009813833,0.0006390574,0.3705647],"genre_scores_gemma":[0.9927438,0.000006612549,0.0006025168,0.004609368,0.00119421,0.00001418146,0.0001030495,0.0000169511,0.000709348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4134799,"threshold_uncertainty_score":0.9999985,"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."}}