{"id":"W2536809651","doi":"10.1115/ipc2000-209","title":"Standardized Methodology for Inhibitor Evaluation and Qualification for Pipeline Applications","year":2000,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Devon Energy (Canada)","funders":"","keywords":"Pipeline (software); Computer science; Pipeline transport; Oil field; Engineering; Reliability engineering; Petroleum engineering; Mechanical 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":[0.02392292,0.001672902,0.002129428,0.01113545,0.001831146,0.00147638,0.002595353,0.001443285,0.006525191],"category_scores_gemma":[0.02375733,0.0009134655,0.001238202,0.004628855,0.001130415,0.00121989,0.001172176,0.001173065,0.004786003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048707,"about_ca_system_score_gemma":0.00555586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001908974,"about_ca_topic_score_gemma":0.004795661,"domain_scores_codex":[0.9776672,0.006614614,0.004574967,0.001264254,0.009443239,0.0004357997],"domain_scores_gemma":[0.9599891,0.004089123,0.00368666,0.005327106,0.02653948,0.000368434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007627099,0.0008480598,0.00790577,0.006409689,0.0002617538,0.001015098,0.0009638735,0.003522363,0.5928715,0.004032604,0.0156849,0.3657216],"study_design_scores_gemma":[0.0002583779,0.004485228,0.0164296,0.001870074,0.0007274892,0.003224686,0.0008393473,0.007004247,0.6541041,0.00202764,0.3087242,0.0003049629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07342444,0.01658618,0.8377925,0.0006209729,0.00153142,0.03654945,0.006489955,0.004771858,0.02223328],"genre_scores_gemma":[0.06304634,0.01025816,0.8826122,0.0003437739,0.0002254727,0.0241951,0.009338462,0.0004036248,0.009576864],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02392292,"threshold_uncertainty_score":0.126518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07558715239117388,"score_gpt":0.3700410047932661,"score_spread":0.2944538524020922,"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."}}