{"id":"W2087666725","doi":"10.1016/j.ic.2010.12.005","title":"A logical duality for underspecified probabilistic systems","year":2010,"lang":"en","type":"article","venue":"Information and Computation","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Probabilistic logic; Galois connection; Duality (order theory); Connection (principal bundle); Probabilistic automaton; Functor; Bisimulation; Mathematics; Automaton; Evidentiality; Simple (philosophy); Computer science; Theoretical computer science; Discrete mathematics; Artificial intelligence","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":[0.008000167,0.0007236818,0.001390018,0.002758308,0.002835063,0.008660678,0.002653699,0.002872851,0.009929375],"category_scores_gemma":[0.01769506,0.00116205,0.003303413,0.001749035,0.008674558,0.02234502,0.007711113,0.008871674,0.001288173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002353038,"about_ca_system_score_gemma":0.001706838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000888692,"about_ca_topic_score_gemma":0.000716402,"domain_scores_codex":[0.9925621,0.002734775,0.0006905625,0.001431188,0.001918202,0.000663184],"domain_scores_gemma":[0.9866282,0.007197404,0.0007876087,0.002657193,0.002004742,0.0007248605],"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":[0.000007865699,0.000005740839,0.00004322461,0.00001222247,0.000003849133,0.00002472093,0.00007066489,0.0002811441,0.00008367132,0.9978111,0.0002560036,0.001399712],"study_design_scores_gemma":[0.000004561326,0.000003793059,0.00002324661,0.000007300721,0.000005032631,0.00004003872,0.00002127946,0.002703091,0.0001190555,0.9955015,0.001566054,0.000005043355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02099787,0.00076215,0.9315302,0.005183999,0.0003884339,0.0000644375,0.0003732376,0.0002891802,0.04041053],"genre_scores_gemma":[0.6940266,0.001063951,0.2866617,0.00246897,0.001386559,0.0002768146,0.0007716709,0.0002480756,0.01309563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009929375,"threshold_uncertainty_score":0.0423094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267041144300124,"score_gpt":0.27589539379365,"score_spread":0.2432249823506487,"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."}}