{"id":"W7106207881","doi":"","title":"Generative AI and Disinformation| Echoes of Doubt: Exposure to Information About Generative AI Decreases Believability of News","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Deception; Generative grammar; Psychological intervention; Intervention (counseling); Perception; Literacy; Fake news","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.002687645,0.0002675877,0.0002880712,0.0004483153,0.0007647769,0.001693145,0.0004307706,0.0008882648,0.009558976],"category_scores_gemma":[0.03258469,0.0002188925,0.0002511817,0.0002338195,0.001499856,0.001286064,0.001035018,0.001762453,0.0005451088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113581,"about_ca_system_score_gemma":0.001537413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457333,"about_ca_topic_score_gemma":0.02133709,"domain_scores_codex":[0.9985793,0.0006154136,0.00006572824,0.0001145421,0.0004651383,0.0001599605],"domain_scores_gemma":[0.9767333,0.01723444,0.002911106,0.001263949,0.0007932042,0.001064082],"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":[0.00677684,0.01288316,0.149925,0.003434972,0.000518718,0.0009280636,0.1545901,0.0008912967,0.04141862,0.017891,0.01340968,0.5973325],"study_design_scores_gemma":[0.00132891,0.01272964,0.753332,0.003701717,0.001803546,0.001040606,0.05896355,0.006950832,0.0365568,0.02970635,0.09355146,0.000334726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804991,0.0004642948,0.00124998,0.002682375,0.00006606323,0.00007478403,0.00009398007,0.0000847988,0.01478474],"genre_scores_gemma":[0.995181,0.0003947564,0.001531374,0.0006256817,0.00002729905,0.0000465726,0.00006326574,0.00001526634,0.002114801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457333,"threshold_uncertainty_score":0.03197795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1412335931407507,"score_gpt":0.5551465820555979,"score_spread":0.4139129889148471,"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."}}