{"id":"W2041830469","doi":"10.1115/ipc2014-33350","title":"Verification and Validation of Pipeline Terminal Simulation Models","year":2014,"lang":"en","type":"article","venue":"","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petroleum Technology Alliance Canada","funders":"","keywords":"Verification and validation of computer simulation models; Computer science; Pipeline (software); Terminal (telecommunication); Verifiable secret sharing; Model validation; Verification and validation; Calibration; Software; Software verification; Process (computing); Formal verification; Reliability engineering; Simulation; Software development; Engineering; Software construction; Algorithm; Programming language","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":[0.00105925,0.00005103494,0.0001006424,0.0001262008,0.00005654981,0.00004742299,0.0001261159,0.00004176805,0.0001127774],"category_scores_gemma":[0.00040357,0.00003939018,0.000025555,0.0002680018,0.00003782717,0.000287138,0.00002555734,0.00002530447,0.00001717887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005743256,"about_ca_system_score_gemma":0.000007497562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001227277,"about_ca_topic_score_gemma":0.000001033612,"domain_scores_codex":[0.9989043,0.00005687094,0.0004189148,0.0002009125,0.0003660759,0.00005289257],"domain_scores_gemma":[0.9985628,0.0005734214,0.0001810041,0.0003294656,0.000320026,0.00003333835],"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":[0.00001598522,0.00005340989,0.002489256,0.000004203836,0.000001714122,2.136692e-8,0.0001835515,0.4117653,0.004640172,0.1389351,0.0004208766,0.4414904],"study_design_scores_gemma":[0.00008235071,0.00001512979,0.001988185,0.000001841762,0.000003099828,3.493526e-7,0.00002030219,0.8018695,0.01070276,0.1828072,0.002470814,0.00003845808],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1813473,0.000004259741,0.8116709,0.0002123612,0.00001243552,0.0001130006,0.000002332659,0.00003628933,0.006601183],"genre_scores_gemma":[0.9878934,0.000002521257,0.01151505,0.00005315073,0.00002666499,0.000007845203,0.00000936217,0.000003688893,0.000488308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8065462,"threshold_uncertainty_score":0.1606285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576744733305341,"score_gpt":0.4287855061585236,"score_spread":0.2711110328279895,"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."}}