{"id":"W1992691136","doi":"10.1115/ipc2014-33647","title":"How Safe Failure Pressure Ratios are Related to %SMYS","year":2014,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Limiting; Reliability engineering; Reliability (semiconductor); Pipeline (software); Anomaly (physics); Pipeline transport; Confusion; Computer science; Environmental science; Engineering; Physics; Mechanical engineering","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":[0.00006986701,0.0001069172,0.0001579697,0.00005098148,0.00004890545,0.00007682272,0.00008780882,0.0001376768,0.0002598342],"category_scores_gemma":[0.0001207439,0.0000796782,0.0000519627,0.00016041,0.00002189431,0.0001101099,0.00002224625,0.000190326,0.00004754088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009607999,"about_ca_system_score_gemma":0.000001508599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002523151,"about_ca_topic_score_gemma":0.0001988482,"domain_scores_codex":[0.9995085,0.00002269992,0.0001047251,0.000145637,0.00008988961,0.000128566],"domain_scores_gemma":[0.9996233,0.00004344074,0.00001147379,0.0001941909,0.00004043906,0.00008718065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003610222,0.00004985498,0.01501904,0.001390577,0.002219009,0.00001080458,0.004771098,0.5295962,0.06098659,0.140884,0.1882309,0.05680583],"study_design_scores_gemma":[0.0004121595,0.00007332434,0.01644052,0.00007927218,0.0002485474,0.00001770544,0.001318921,0.3555845,0.01768397,0.008021709,0.5993422,0.0007771995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9074545,0.0005912462,0.02108553,0.04476403,0.0006203917,0.0005057454,0.00001929051,0.00139691,0.02356238],"genre_scores_gemma":[0.9908512,0.000009951414,0.001893499,0.0001318443,0.00003680131,0.000005272997,0.000003728867,0.00001019196,0.007057556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4111114,"threshold_uncertainty_score":0.3249183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004872794120440505,"score_gpt":0.1879964822634495,"score_spread":0.183123688143009,"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."}}