{"id":"W3198074333","doi":"10.29173/irie432","title":"A trench in the fight against disinformation","year":2021,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Politics; Political science; The Internet; Media studies; Internet privacy; Public relations; Sociology; Law; World Wide Web; Computer science; Social media","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.04498316,0.0005511146,0.0009296848,0.003817431,0.01350045,0.03039385,0.001509944,0.01453374,0.00656023],"category_scores_gemma":[0.06986213,0.0006206521,0.0005004379,0.003817911,0.07069241,0.03122914,0.01144937,0.01711035,0.001862914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01031363,"about_ca_system_score_gemma":0.02125976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100214,"about_ca_topic_score_gemma":0.01168778,"domain_scores_codex":[0.9377114,0.04398379,0.001492284,0.002813825,0.01121126,0.002787385],"domain_scores_gemma":[0.8927683,0.08592825,0.00460295,0.005908154,0.007573032,0.003219242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001828716,0.00001708996,0.0003706945,0.0002487904,0.00001520936,0.0001413817,0.05201705,0.0000430031,0.0001073158,0.8771747,0.03970695,0.0301395],"study_design_scores_gemma":[0.0000138362,0.00002727619,0.0005146777,0.001711043,0.00001090964,0.0002527173,0.02868804,0.0000693598,0.0002308352,0.1748235,0.7936346,0.00002323668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00807476,0.08397232,0.00524617,0.7097775,0.003006226,0.00006088714,0.00005154711,0.0000697954,0.1897408],"genre_scores_gemma":[0.6001222,0.0589781,0.004066508,0.2772059,0.004591087,0.0002112432,0.0000595193,0.0002728538,0.05449255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04498316,"threshold_uncertainty_score":0.2378966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06320923717499224,"score_gpt":0.4011052475134803,"score_spread":0.337896010338488,"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."}}