{"id":"W217983641","doi":"10.5006/c2001-01061","title":"Rotating Cage - Top Ranked Methodology for Inhibitor Evaluation and Qualification for Pipeline Applications","year":2001,"lang":"en","type":"article","venue":"","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Devon Energy (Canada); Natural Resources Canada","funders":"","keywords":"Pipeline (software); Cage; Pipeline transport; Computer science; Reliability engineering; Engineering; Forensic engineering; Materials science; Mechanical engineering; 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":[0.01920817,0.001165333,0.002010891,0.01060641,0.0009795607,0.002328142,0.001956857,0.0006919707,0.004789011],"category_scores_gemma":[0.02075873,0.0004603899,0.001260342,0.004582685,0.0005307741,0.0008787509,0.0007190566,0.0004540624,0.002436541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866367,"about_ca_system_score_gemma":0.005873254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005930096,"about_ca_topic_score_gemma":0.01439032,"domain_scores_codex":[0.9806471,0.007854945,0.001729305,0.001007442,0.008390554,0.0003707232],"domain_scores_gemma":[0.9685971,0.005142565,0.003307532,0.002043842,0.02053949,0.0003694295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001638262,0.0005157157,0.02396332,0.004437279,0.0007523637,0.000451796,0.0003705624,0.01521139,0.1425817,0.007005722,0.01381142,0.7892605],"study_design_scores_gemma":[0.0006336854,0.01033366,0.06841553,0.001268454,0.002320668,0.002706783,0.001237072,0.1711019,0.5785468,0.007364362,0.1551658,0.0009054598],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1679977,0.01762347,0.7699076,0.0005603945,0.0005510895,0.006586027,0.008338263,0.003660152,0.02477533],"genre_scores_gemma":[0.2145166,0.00261294,0.7718959,0.0001540845,0.00007913606,0.00175784,0.004265629,0.0001392387,0.004578629],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01920817,"threshold_uncertainty_score":0.1015838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6795521816807556,"score_gpt":0.5593512705432845,"score_spread":0.1202009111374711,"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."}}