{"id":"W7084122704","doi":"10.24963/ijcai.2024/1254","title":"Veracity: An Open-Source AI Fact-Checking System","year":2024,"lang":"en","type":"article","venue":"","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Misinformation; Key (lock); Interface (matter); Generative grammar; User interface; Literacy","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":[0.006634985,0.001186253,0.0007129806,0.004314915,0.001206464,0.00552036,0.00309693,0.002310009,0.02809567],"category_scores_gemma":[0.04720407,0.0007622154,0.0009425562,0.001600079,0.001584167,0.008953355,0.006887954,0.002183087,0.01118067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189921,"about_ca_system_score_gemma":0.00206737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925601,"about_ca_topic_score_gemma":0.003476431,"domain_scores_codex":[0.996576,0.00102894,0.0004334662,0.0005642488,0.001276726,0.0001205328],"domain_scores_gemma":[0.977835,0.01302235,0.001551014,0.004146797,0.002655244,0.0007895266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002413914,0.0007268368,0.01024351,0.002471589,0.0003718651,0.003128501,0.006385961,0.0186562,0.01754365,0.09629311,0.3947745,0.4469904],"study_design_scores_gemma":[0.0003716152,0.0001983137,0.003390349,0.0006815782,0.0001315392,0.0009147013,0.0008945771,0.2428134,0.01625757,0.1767327,0.5572302,0.0003834437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.01886323,0.0006913661,0.3528146,0.003276885,0.0007837205,0.001236134,0.01910847,0.5378528,0.06537277],"genre_scores_gemma":[0.2881369,0.00113845,0.5451745,0.002083172,0.0006019756,0.001621973,0.06974741,0.04038428,0.05111129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02809567,"threshold_uncertainty_score":0.09398937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913278682252075,"score_gpt":0.2787394750762762,"score_spread":0.2596066882537554,"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."}}