{"id":"W2333671411","doi":"10.1115/gt2014-27312","title":"Risk Based Assessment of Gas Turbines in Pipeline Service","year":2014,"lang":"en","type":"article","venue":"","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Pipeline (software); Reliability engineering; Risk assessment; Risk analysis (engineering); Computer science; Work (physics); Gas pipeline; Service (business); Engineering; Petroleum engineering; Mechanical engineering; Business; Computer security","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":[0.001994951,0.0009809798,0.0005852029,0.001449421,0.0002073826,0.0008583607,0.0006212667,0.0007862981,0.0008903018],"category_scores_gemma":[0.005203255,0.000272595,0.0005083086,0.0006460281,0.0004066091,0.001214939,0.0006847715,0.0004060715,0.0001348839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008668792,"about_ca_system_score_gemma":0.0005038331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537313,"about_ca_topic_score_gemma":0.0010915,"domain_scores_codex":[0.9989219,0.0004393051,0.00005330814,0.00008701788,0.0004508059,0.00004760735],"domain_scores_gemma":[0.9980708,0.001118912,0.0003787376,0.00008604349,0.0003012128,0.00004432909],"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":[0.00005455941,0.00001989113,0.003540562,0.00004812611,0.00003108814,0.0001006481,0.00005166675,0.9744931,0.003351249,0.004002304,0.0001482423,0.01415857],"study_design_scores_gemma":[0.000003849704,0.0001353309,0.003811322,0.00001608435,0.00002006967,0.0001516459,0.00006290634,0.9871089,0.002341704,0.005665211,0.000659576,0.00002328403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3817422,0.001593197,0.6105746,0.0001851763,0.00003042916,0.0001304807,0.0003700352,0.0003773847,0.004996463],"genre_scores_gemma":[0.9775811,0.0004199216,0.02080498,0.00001397178,0.00001306452,0.00004827346,0.0001694219,0.0000259218,0.0009233655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001994951,"threshold_uncertainty_score":0.01055044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003419106205122914,"score_gpt":0.2087574265150806,"score_spread":0.2053383203099577,"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."}}