{"id":"W2118180631","doi":"10.1109/apsec.1995.496953","title":"From scenarios to timed automata: building specifications from users requirements","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; Automaton; Formalism (music); Semantics (computer science); Software requirements specification; Requirements engineering; Formal specification; Software engineering; Software; Programming language; Software development; Theoretical computer science; Software design","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":[0.0001487484,0.0001560372,0.0001720889,0.0001101099,0.00009530062,0.0001303339,0.001148203,0.0000543209,0.000171735],"category_scores_gemma":[0.0006007964,0.0001535932,0.00004161441,0.0004144417,0.00002040896,0.0006164311,0.0003555477,0.0001079503,0.0006298485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091834,"about_ca_system_score_gemma":0.000008209166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001236388,"about_ca_topic_score_gemma":0.00000484336,"domain_scores_codex":[0.998617,0.00006041524,0.0002359078,0.0005312941,0.0002608202,0.0002945879],"domain_scores_gemma":[0.9980139,0.0007020122,0.00005119207,0.001053353,0.00004193145,0.0001375883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001397933,0.0003662681,0.001080026,0.00001274551,0.000273274,0.00008766868,0.01142494,0.2790114,0.1837334,0.02628351,0.06293342,0.4347794],"study_design_scores_gemma":[0.002082302,0.0002129996,0.03334821,0.0002332951,0.00005011369,0.000007277339,0.0004118161,0.6654435,0.1009633,0.1008594,0.09368949,0.002698351],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01097814,0.00006528265,0.9843125,0.001410636,0.0007487072,0.0001570916,0.00001146105,0.001697565,0.0006185828],"genre_scores_gemma":[0.04914483,0.00001174076,0.9497394,0.0002902571,0.0001279938,0.00002244933,0.000004209162,0.00001506835,0.000644075],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.432081,"threshold_uncertainty_score":0.8095638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1639359180933306,"score_gpt":0.3189122951477157,"score_spread":0.1549763770543851,"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."}}