{"id":"W1221313983","doi":"10.1613/jair.4558","title":"Belief Change with Uncertain Action Histories","year":2015,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence Research","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; British Columbia Institute of Technology","funders":"","keywords":"Belief revision; Iterated function; Sequence (biology); Generalization; Action (physics); Computer science; Perception; Formalism (music); Artificial intelligence; Mathematics; Epistemology","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":[0.00612537,0.0008710378,0.00101053,0.001626101,0.00101222,0.002953293,0.002475807,0.002770556,0.004125237],"category_scores_gemma":[0.03603978,0.0006879747,0.001606414,0.001314151,0.003509504,0.006172287,0.002476423,0.002825022,0.0003822172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002658551,"about_ca_system_score_gemma":0.0009053887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006749735,"about_ca_topic_score_gemma":0.004152081,"domain_scores_codex":[0.9964744,0.001438346,0.0001785327,0.0008098142,0.0007512094,0.0003476167],"domain_scores_gemma":[0.9739952,0.02026415,0.002261674,0.001673436,0.001101001,0.000704496],"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":[0.0002338937,0.00009167279,0.003515441,0.0001531491,0.0001720082,0.001268734,0.001268642,0.309896,0.0009343217,0.6563142,0.001120276,0.02503159],"study_design_scores_gemma":[0.00004440176,0.00006084747,0.0005073068,0.00002250243,0.0000515292,0.000141699,0.0001060221,0.5645119,0.0004014807,0.4323576,0.001755821,0.00003895516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08292755,0.0009295441,0.9026648,0.002410484,0.00008823172,0.00009436345,0.0003526796,0.0002799055,0.01025226],"genre_scores_gemma":[0.9070479,0.000397386,0.0869281,0.000230815,0.0001316826,0.0001646262,0.0002314933,0.0000390929,0.004828901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006749735,"threshold_uncertainty_score":0.03239447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5288386770750579,"score_gpt":0.4561122789807625,"score_spread":0.07272639809429543,"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."}}