{"id":"W2913578037","doi":"10.1126/science.aaw1315","title":"The misinformation machine","year":2019,"lang":"en","type":"letter","venue":"Science","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Misinformation; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009775536,0.0007356072,0.001494502,0.001911235,0.005007014,0.01067709,0.001343219,0.05553752,0.00603257],"category_scores_gemma":[0.06589065,0.0004959998,0.0007630636,0.001109851,0.02006987,0.01474229,0.003313366,0.04418827,0.00446226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005697673,"about_ca_system_score_gemma":0.004733888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005479477,"about_ca_topic_score_gemma":0.006663532,"domain_scores_codex":[0.9902499,0.005374323,0.0003931325,0.0009518068,0.002525382,0.0005054988],"domain_scores_gemma":[0.9238618,0.06392324,0.002378416,0.002564273,0.004931413,0.002340795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008358018,0.0000293125,0.0007716367,0.00008372178,0.00004437636,0.0007480268,0.0006199449,0.0002598746,0.0001276928,0.2178264,0.7569082,0.02249716],"study_design_scores_gemma":[0.00006693611,0.0000242954,0.0005346803,0.0002445448,0.00001610607,0.0004790591,0.0004976203,0.001149858,0.0002226396,0.5823953,0.4143066,0.0000623721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002839675,0.002217634,0.000443895,0.9857705,0.003292587,0.000004661854,0.00002715042,0.0000132932,0.007946406],"genre_scores_gemma":[0.02483276,0.003347085,0.0008045479,0.9191815,0.04130655,0.00005697538,0.00002373846,0.00003254139,0.0104142],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05553752,"threshold_uncertainty_score":0.05169857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172819843081511,"score_gpt":0.321071725006856,"score_spread":0.2993435265760409,"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."}}