{"id":"W3123288852","doi":"10.1115/ipc2020-9571","title":"Composite Sleeve Repair in the North American Regulatory Environment","year":2020,"lang":"en","type":"article","venue":"","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Pipeline (software); Engineering; Hazardous waste; Pipeline transport; Safety standards; Composite number; Forensic engineering; Reliability engineering; Mechanical engineering; Computer science; Waste management","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":[0.01024191,0.0002814184,0.0002614053,0.002060786,0.005774536,0.004094325,0.001802802,0.002460571,0.005198213],"category_scores_gemma":[0.006562595,0.0003488767,0.0005275775,0.001407189,0.002510581,0.001084007,0.001193145,0.001464551,0.0007741547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0123513,"about_ca_system_score_gemma":0.04147923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5034176,"about_ca_topic_score_gemma":0.6753805,"domain_scores_codex":[0.984587,0.001283037,0.000507596,0.001116982,0.0113378,0.001167565],"domain_scores_gemma":[0.9752644,0.002798192,0.001322001,0.0006334081,0.01932008,0.0006619137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003914061,0.00103081,0.03326458,0.001460399,0.0001025833,0.003849985,0.008889116,0.02410384,0.05203577,0.2158651,0.1890047,0.4700017],"study_design_scores_gemma":[0.00003301393,0.0002599827,0.04057241,0.000602475,0.00005066257,0.0008765491,0.00458989,0.002876784,0.01444566,0.003836817,0.9316756,0.0001802894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3185552,0.02368389,0.0349567,0.03529613,0.001484647,0.0007935558,0.001657373,0.001263163,0.5823094],"genre_scores_gemma":[0.8137974,0.01293573,0.02856924,0.0110281,0.0002051566,0.0003179358,0.001164213,0.000181167,0.1318011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5034176,"threshold_uncertainty_score":0.9990138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008273772818204265,"score_gpt":0.1832777976145577,"score_spread":0.1750040247963534,"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."}}