{"id":"W2079872175","doi":"10.1115/ipc2012-90140","title":"ECA by Failure Assessment Diagram: Case Studies","year":2012,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); Shell (Canada); BP (Canada); Natural Resources Canada","funders":"","keywords":"Pipeline transport; Failure assessment; Diagram; Computer science; Welding; Pipeline (software); Work (physics); Upgrade; Reliability engineering; Forensic engineering; Engineering; Database; Mechanical engineering; Programming language; Structural engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006338642,0.0006545628,0.0004344712,0.002516507,0.001371141,0.001869004,0.001756787,0.003568298,0.007459288],"category_scores_gemma":[0.01596346,0.0004727943,0.0007331769,0.002978557,0.001144277,0.001851122,0.00144299,0.001506908,0.000932257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002610264,"about_ca_system_score_gemma":0.001032483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135071,"about_ca_topic_score_gemma":0.0121492,"domain_scores_codex":[0.9963441,0.002168285,0.0002193474,0.0001897101,0.0008381975,0.0002403417],"domain_scores_gemma":[0.9781075,0.01794027,0.0006082756,0.001112014,0.001834774,0.0003970878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.003218207,0.006814612,0.07454701,0.002301763,0.0001745754,0.03871503,0.01004479,0.4079369,0.01454907,0.1013347,0.02817297,0.3121903],"study_design_scores_gemma":[0.001222521,0.003797597,0.04714059,0.00129965,0.0002622145,0.01853113,0.009143658,0.6720312,0.02805651,0.05052085,0.1676303,0.0003636917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7616583,0.00220577,0.1745117,0.001667548,0.000137034,0.002483253,0.00356707,0.0007526765,0.05301674],"genre_scores_gemma":[0.9265109,0.000758763,0.06608872,0.0000980337,0.00002014688,0.0009150029,0.0007717683,0.00009196547,0.004744875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135071,"threshold_uncertainty_score":0.03352237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749153850005358,"score_gpt":0.2951632304307411,"score_spread":0.2776716919306875,"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."}}