{"id":"W4404200915","doi":"10.1007/978-3-031-71452-8_11","title":"Applications in Bayesian Epistemology and Artificial Intelligence (AI)","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Explainable Artificial Intelligence (XAI)","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Artificial intelligence; Bayesian probability; Computer science; Bayesian network; Cognitive science; Machine learning; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003387389,0.0003788432,0.0004079511,0.0005860382,0.000105839,0.0003206039,0.001011089,0.0003998432,0.0002401987],"category_scores_gemma":[0.00002051864,0.0003677594,0.00009608658,0.0002377687,0.0002661004,0.0002780049,0.000606298,0.0006469737,0.001400431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251736,"about_ca_system_score_gemma":0.0001339771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001387899,"about_ca_topic_score_gemma":0.001171688,"domain_scores_codex":[0.9975188,0.00002124469,0.0007232234,0.001091856,0.0002391109,0.0004057727],"domain_scores_gemma":[0.9985186,0.000248285,0.000106482,0.0008806703,0.00009874155,0.0001472025],"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":[0.000001718122,0.00001450008,0.000004655966,0.00004494952,0.00001121388,0.00007178198,0.0002340627,0.00002279736,0.00001452306,0.9285181,0.000150893,0.07091082],"study_design_scores_gemma":[0.000004994425,0.00004848957,0.000001632941,0.00007014662,0.000009845076,0.00003360678,0.00006198219,0.01863079,0.0007474867,0.9079859,0.07205752,0.0003476267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.000002206599,0.0005892205,0.6067278,0.002534636,0.0002332036,0.0004134047,0.000004437404,0.000181087,0.389314],"genre_scores_gemma":[0.06794307,0.0005980836,0.02605432,0.001597773,0.0005393088,0.0003111969,0.00003093624,0.0001522969,0.902773],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5806735,"threshold_uncertainty_score":0.9998775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269016147201561,"score_gpt":0.2906266975305802,"score_spread":0.2579365360585646,"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."}}