{"id":"W4411984641","doi":"10.25300/misq/2024/17542","title":"Fake News and True News Assessment: The Persuasive Effect of Discursive Evidence in Judging Veracity","year":2025,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Fake news; Psychology; News media; Political science; Advertising; Social psychology; Media studies; Sociology; Business","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":[0.03629684,0.000975705,0.0009916084,0.002306196,0.001434248,0.004754026,0.001036706,0.002526775,0.006157149],"category_scores_gemma":[0.3288871,0.0009221766,0.000735165,0.0007121761,0.004412756,0.00799292,0.004108528,0.003833885,0.000497648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098202,"about_ca_system_score_gemma":0.0007766988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008468715,"about_ca_topic_score_gemma":0.000960578,"domain_scores_codex":[0.9659386,0.02371946,0.001692882,0.002364984,0.005807676,0.000476416],"domain_scores_gemma":[0.3824225,0.5623938,0.0265579,0.01826023,0.007929713,0.002435846],"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":[0.01785043,0.004608532,0.1646087,0.006748361,0.001699965,0.001034728,0.07381769,0.005710216,0.1123378,0.06634974,0.004376592,0.5408573],"study_design_scores_gemma":[0.002348636,0.01334601,0.6472567,0.003991414,0.003435643,0.002205845,0.01646526,0.04218519,0.08998442,0.1527019,0.02470218,0.001376931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262698,0.001807478,0.0234689,0.00449712,0.0003328148,0.0004202462,0.0001369342,0.000163781,0.04290287],"genre_scores_gemma":[0.9842683,0.0002715232,0.01367569,0.0006478549,0.0001105495,0.0001425065,0.0000325239,0.00004236022,0.0008086977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03629684,"threshold_uncertainty_score":0.1919584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006178061560773,"score_gpt":0.3666725855646771,"score_spread":0.3466108049490694,"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."}}