{"id":"W1539123322","doi":"10.1613/jair.2539","title":"Compositional Belief Update","year":2008,"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","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Operator (biology); Sentence; Hierarchy; Core (optical fiber); Dual (grammatical number); Belief revision; Semantics (computer science); Class (philosophy)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00428034,0.0008347676,0.0006692883,0.001256445,0.001106951,0.002212001,0.001769271,0.001142954,0.006288334],"category_scores_gemma":[0.01364697,0.0003832936,0.001231571,0.0008044795,0.003003365,0.006624643,0.002875016,0.002018754,0.000846021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170094,"about_ca_system_score_gemma":0.001247085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483727,"about_ca_topic_score_gemma":0.001708019,"domain_scores_codex":[0.9962124,0.001264116,0.0002281431,0.0007865861,0.001277396,0.0002315066],"domain_scores_gemma":[0.9941965,0.003032439,0.0003959502,0.001138294,0.001037437,0.0001993452],"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":[0.00009551124,0.00006501001,0.0004758357,0.0002113901,0.00006253811,0.0001513299,0.000981892,0.007348304,0.003007941,0.8940115,0.002424773,0.09116401],"study_design_scores_gemma":[0.00005228888,0.0001292862,0.0002830012,0.00007065912,0.0001014405,0.0002909263,0.0002512819,0.1216612,0.006223639,0.8438657,0.02701749,0.00005315295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01257496,0.0003760233,0.9704496,0.000696197,0.0001462568,0.0001591058,0.00009661102,0.0006309685,0.01487027],"genre_scores_gemma":[0.4145225,0.0004851492,0.571772,0.0005753874,0.0003000202,0.0003335098,0.0002341539,0.0001637441,0.01161354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006288334,"threshold_uncertainty_score":0.02263689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1961125141801061,"score_gpt":0.4013635257268115,"score_spread":0.2052510115467054,"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."}}