{"id":"W2336283925","doi":"10.1145/2815493.2815501","title":"Probabilistic bisimulation","year":2015,"lang":"en","type":"article","venue":"ACM SIGLOG News","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Bisimulation; Probabilistic logic; Mathematics; Computer science; Artificial intelligence; Discrete mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005120588,0.00007832982,0.00008537019,0.00005883901,0.00004028229,0.00007793074,0.001009452,0.00005332959,0.000005025974],"category_scores_gemma":[0.002572137,0.00007033693,0.00002389987,0.0003459819,0.00002846068,0.000570579,0.000262602,0.00007135297,0.0002788366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000695129,"about_ca_system_score_gemma":0.00007054663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000033947,"about_ca_topic_score_gemma":0.000005866753,"domain_scores_codex":[0.999086,0.0001156424,0.000178228,0.0002430276,0.0002190293,0.0001580517],"domain_scores_gemma":[0.9984841,0.0001063103,0.00007782626,0.001117553,0.0001149183,0.00009930484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002002046,0.0001119632,0.004456697,0.00002095935,0.00001055745,0.000006871398,0.002096663,0.007594494,0.000897081,0.6019902,0.01057181,0.3722228],"study_design_scores_gemma":[0.000746932,0.0002959118,0.01074305,0.00001497219,0.000009572715,0.00002357594,0.00006442981,0.4955504,0.002531595,0.4142375,0.07536969,0.0004123258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03168134,0.00005625846,0.9579434,0.0009965764,0.000870523,0.0002422174,4.933598e-7,0.0002997945,0.007909335],"genre_scores_gemma":[0.338413,0.000001603569,0.6610193,0.0002966967,0.00007879367,0.00001550176,0.000002238941,0.00000524767,0.0001675506],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4879559,"threshold_uncertainty_score":0.3583974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219169949482362,"score_gpt":0.3418267903558216,"score_spread":0.2199097954075855,"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."}}