{"id":"W4404646304","doi":"10.1007/978-981-96-0348-0_2","title":"Combined Change Operators for Trust and Belief","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Access Control and Trust","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Computer science; Belief revision; Artificial intelligence; Theoretical computer science","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":[0.004231574,0.0009147152,0.001096276,0.001442396,0.001025338,0.003766428,0.001800619,0.001906928,0.01404235],"category_scores_gemma":[0.01307334,0.0005199007,0.001976672,0.001767642,0.004366862,0.01262884,0.003035095,0.005334439,0.001386603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002295763,"about_ca_system_score_gemma":0.0007623688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815556,"about_ca_topic_score_gemma":0.001363272,"domain_scores_codex":[0.9965751,0.00139709,0.0002257317,0.0005429708,0.001002444,0.0002566535],"domain_scores_gemma":[0.991586,0.005856056,0.000302606,0.001190706,0.0008370628,0.0002276048],"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":[0.00003972018,0.00002036652,0.00008307937,0.00004466162,0.00001673516,0.0000401844,0.0002101139,0.002303006,0.0004172252,0.9771227,0.001300927,0.01840128],"study_design_scores_gemma":[0.00001266664,0.00002314816,0.00008060747,0.00001354767,0.00001617142,0.00005751293,0.00006994422,0.03995542,0.0003360861,0.956369,0.003052434,0.00001358633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009745534,0.00066885,0.9633228,0.001160367,0.0002679379,0.00005486973,0.0001485213,0.0002438902,0.02438736],"genre_scores_gemma":[0.6152887,0.0009201429,0.3389816,0.0004807813,0.0006698036,0.0004062371,0.0003556038,0.0003562649,0.0425409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01404235,"threshold_uncertainty_score":0.04697633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02832702219408394,"score_gpt":0.2908995146460475,"score_spread":0.2625724924519635,"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."}}