{"id":"W2411596298","doi":"10.4204/eptcs.209.1","title":"Formal refinement of extended state machines","year":2016,"lang":"en","type":"article","venue":"Electronic Proceedings in Theoretical Computer Science","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science; Formal specification; B-Method; Formal methods; Programming language; Event (particle physics); Consistency (knowledge bases); Construct (python library); Process (computing); Language Of Temporal Ordering Specification; Process calculus; Theoretical computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004076067,0.0001881348,0.0002314828,0.0003715691,0.0001361815,0.0001133854,0.002758599,0.00004524756,0.00001663281],"category_scores_gemma":[0.0002978535,0.0001236571,0.0000509879,0.001569997,0.00148921,0.001948267,0.0009584565,0.0002006157,0.00001084242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002907766,"about_ca_system_score_gemma":0.0002359539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002147752,"about_ca_topic_score_gemma":7.057162e-7,"domain_scores_codex":[0.996914,0.00003430694,0.0005075154,0.0006927173,0.0007568056,0.001094606],"domain_scores_gemma":[0.9988841,0.0001011352,0.0001902084,0.0004123754,0.0002850493,0.0001271275],"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":[0.00001875774,0.00004804557,0.0001502684,0.0000101988,0.000001983772,5.418852e-7,0.0002178093,0.000003410726,0.01050327,0.7887575,0.000005637452,0.2002826],"study_design_scores_gemma":[0.0005305146,0.0007218682,0.004430181,0.00008975559,0.000002150922,0.00003501807,0.000003617334,0.2255665,0.1389449,0.6292847,0.0001339745,0.0002567469],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1286529,0.00003562132,0.868094,0.0006143056,0.0002051271,0.0001899811,6.027657e-7,0.0001047987,0.002102757],"genre_scores_gemma":[0.7214779,0.0000208128,0.2783623,0.00007945729,0.00002634481,0.00001650152,6.040848e-8,0.00000579143,0.00001080546],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5928251,"threshold_uncertainty_score":0.5487056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006850093954983825,"score_gpt":0.2623549203145504,"score_spread":0.2555048263595666,"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."}}