{"id":"W1992958726","doi":"10.1016/j.mcm.2010.03.039","title":"Using simulation to test formally verified protocols in complex environments","year":2010,"lang":"en","type":"article","venue":"Mathematical and Computer Modelling","topic":"Petri Nets in System Modeling","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Prince Edward Island","funders":"","keywords":"Computer science; Test (biology); Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007260777,0.001317574,0.0007958171,0.0009512831,0.0006172307,0.001617898,0.002006306,0.00171461,0.001778695],"category_scores_gemma":[0.04308549,0.000885759,0.001120007,0.0005248081,0.003969592,0.003219058,0.001854797,0.001694755,0.0002260116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00165645,"about_ca_system_score_gemma":0.003028861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004023544,"about_ca_topic_score_gemma":0.003535433,"domain_scores_codex":[0.9895113,0.006500888,0.0005836209,0.0006236304,0.002092851,0.0006876587],"domain_scores_gemma":[0.9140375,0.07257038,0.003592143,0.006426814,0.0027054,0.0006677149],"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":[0.0009276242,0.0009555744,0.00695677,0.0004071522,0.0002554813,0.0006052077,0.0008478455,0.8939019,0.02297503,0.05010781,0.0004721951,0.02158731],"study_design_scores_gemma":[0.0002155309,0.0003993285,0.0003149065,0.00004350496,0.00007437377,0.00007095448,0.00009115184,0.9460612,0.03168437,0.02041084,0.0006024301,0.00003146352],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5394669,0.000118473,0.4538907,0.0003179713,0.000122886,0.0002921351,0.0001454989,0.002538098,0.003107368],"genre_scores_gemma":[0.9207992,0.00008473515,0.07772861,0.00007094507,0.00001232998,0.0002258729,0.000152137,0.0002057742,0.0007203739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007260777,"threshold_uncertainty_score":0.03839916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190583034143709,"score_gpt":0.3191707229782197,"score_spread":0.2001124195638488,"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."}}