{"id":"W4250009461","doi":"10.1109/formalise.2015.15","title":"A Methodology for the Simplification of Tabular Designs in Model-Based Development","year":2015,"lang":"en","type":"article","venue":"","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Stateflow; Code refactoring; Software engineering; Automotive industry; Programming language; Readability; Gas meter prover; Software; MATLAB; Engineering","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":[0.0008569271,0.00007497909,0.0001300887,0.0000752729,0.000008030992,0.000003095904,0.0001255877,0.00005148797,0.000002164234],"category_scores_gemma":[0.0000971413,0.00005903056,0.00002066371,0.0001057,0.000009778509,0.00002359822,0.000006717332,0.00004064473,0.000003006074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135792,"about_ca_system_score_gemma":0.00008567807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000874795,"about_ca_topic_score_gemma":0.00001294983,"domain_scores_codex":[0.9994678,0.00002133094,0.0002518883,0.00007521416,0.00006128939,0.0001224041],"domain_scores_gemma":[0.9993767,0.0003530904,0.00002042125,0.0001788581,0.00004386714,0.00002706104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004953113,0.000004823577,0.00007613394,0.00004364096,0.00001281039,5.918842e-8,0.0003431735,0.9928351,0.003378514,0.001476647,0.0001533348,0.00167081],"study_design_scores_gemma":[0.0002864219,0.000007149441,0.0002943073,0.000008323384,0.000004255385,3.108561e-7,0.00006758016,0.961549,0.03377443,0.0001753703,0.003763289,0.00006953753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005064264,0.0001548242,0.9938603,0.00006068279,0.0001211588,0.0003752847,0.000001070477,0.0001046145,0.0002578027],"genre_scores_gemma":[0.6455778,5.675926e-7,0.3541844,0.00001014971,0.000008037472,0.0001806843,0.000002464245,0.00001386481,0.00002204226],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6405135,"threshold_uncertainty_score":0.2407197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2500591087033626,"score_gpt":0.3100500937739528,"score_spread":0.05999098507059014,"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."}}