{"id":"W2028754496","doi":"10.1007/s00165-003-0010-9","title":"Exploring Tabular Verification and Refinement","year":2003,"lang":"en","type":"article","venue":"Formal Aspects of Computing","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Structuring; Programming language; Theory of computation; Refinement calculus; Theoretical computer science; Formal methods","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":[0.0003456654,0.00009564967,0.0001228459,0.00009112951,0.00007294444,0.00003483311,0.0002445225,0.00002162696,0.0000013767],"category_scores_gemma":[0.00001274477,0.0000997241,0.00002493615,0.0001756775,0.00001552553,0.0005919517,0.0001482221,0.0000812716,0.000001685297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002604924,"about_ca_system_score_gemma":0.00001767301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007012332,"about_ca_topic_score_gemma":2.809626e-7,"domain_scores_codex":[0.9992024,0.00001913561,0.0002155677,0.0001890004,0.0001679118,0.0002059807],"domain_scores_gemma":[0.9994834,0.00002463088,0.00008878246,0.0003027012,0.00005510689,0.00004539903],"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":[6.350438e-7,0.00001387688,0.0001765057,0.00002959716,0.000005501639,0.000001954612,0.0005439341,0.001781283,0.0007841995,0.9421614,0.000007390617,0.05449368],"study_design_scores_gemma":[0.0007678638,0.0004612001,0.01924392,0.0003667152,0.00001470228,0.00006216784,0.00004772728,0.641306,0.2844985,0.01123238,0.04119951,0.000799301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1955903,0.0000639991,0.8030466,0.00002382937,0.0001015801,0.00007211796,1.6987e-7,0.0002640554,0.0008373795],"genre_scores_gemma":[0.5865433,0.000008678348,0.4134196,0.000007527778,0.00001138075,0.000003086256,3.559698e-7,0.000004306928,0.000001828049],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9309291,"threshold_uncertainty_score":0.4066631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0423949639495817,"score_gpt":0.2282793509794044,"score_spread":0.1858843870298227,"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."}}