{"id":"W4321111201","doi":"10.1115/1.4056932","title":"Faster RSTRENG: A More Efficient Effective Area Method Algorithm for Corrosion Assessment","year":2023,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Corrosion; Computation; Algorithm; Process (computing); Pipeline transport; Computer science; Materials science; Engineering; Mechanical engineering; Composite material","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":[0.0007527408,0.001222519,0.001090597,0.001410979,0.0004527958,0.0009799836,0.001858511,0.0009158118,0.009067783],"category_scores_gemma":[0.003180661,0.0004856414,0.0006905234,0.000934833,0.000441388,0.00198416,0.001340516,0.001206008,0.002475493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006232567,"about_ca_system_score_gemma":0.001594214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004352244,"about_ca_topic_score_gemma":0.005499806,"domain_scores_codex":[0.9991494,0.0001259998,0.00005560011,0.0001762957,0.0004020703,0.00009055583],"domain_scores_gemma":[0.9986966,0.0004851379,0.0001097069,0.0001596328,0.0004928968,0.00005606407],"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":[0.0003702718,0.0001624412,0.001064528,0.000222771,0.00006168948,0.0001601569,0.0001480702,0.2020075,0.03271602,0.01604139,0.01310496,0.7339403],"study_design_scores_gemma":[0.00005770037,0.00006222491,0.0001643415,0.000008156779,0.000009097193,0.00007539225,0.00001492256,0.9879212,0.004486088,0.002803528,0.004382853,0.00001448134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005818643,0.0002237234,0.989889,0.00006930879,0.00004835728,0.00006269953,0.00004620987,0.002449162,0.001392994],"genre_scores_gemma":[0.06878366,0.0001228467,0.9267389,0.00008565817,0.00005343202,0.0001305879,0.000282616,0.0003902337,0.003412035],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009067783,"threshold_uncertainty_score":0.03033471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100347733721115,"score_gpt":0.2962925876076266,"score_spread":0.2862578142355151,"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."}}