{"id":"W2313731916","doi":"10.1115/ipc2002-27243","title":"Approach to Assessment of Corrosion Growth in Pipelines","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petroleum Technology Alliance Canada","funders":"","keywords":"Corrosion; Pipeline transport; Pipeline (software); Integrity management; Materials science; Environmental science; Metallurgy; Computer science; Forensic engineering; Engineering; Environmental engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006422299,0.001149053,0.0008753813,0.003456104,0.0005290262,0.001367472,0.00172868,0.0008693297,0.002206305],"category_scores_gemma":[0.002468592,0.0005952575,0.0009483832,0.001424179,0.000564685,0.001107915,0.001096339,0.001015521,0.0009067208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248457,"about_ca_system_score_gemma":0.001502137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005940652,"about_ca_topic_score_gemma":0.006571297,"domain_scores_codex":[0.9985537,0.0001990003,0.0000750306,0.0002211208,0.0008748536,0.00007638999],"domain_scores_gemma":[0.9990833,0.0002311588,0.0001134508,0.00006307727,0.000477842,0.00003112568],"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":[0.0001704049,0.0002382123,0.007168212,0.000873663,0.0001784694,0.0005759605,0.0009054907,0.3843561,0.1204775,0.06334341,0.004234657,0.4174778],"study_design_scores_gemma":[0.00001492264,0.0002143807,0.00234178,0.00004737447,0.00004486676,0.0004167281,0.0002446988,0.9269512,0.02284006,0.03253161,0.01428327,0.00006909503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006770975,0.0001687049,0.989197,0.00008653869,0.0000171774,0.00009237014,0.0001470476,0.0004610412,0.00305908],"genre_scores_gemma":[0.1854649,0.0007544429,0.8065748,0.00007321064,0.00003314598,0.0002879843,0.0003411131,0.0001467739,0.006323736],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005940652,"threshold_uncertainty_score":0.01181215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0320737233785355,"score_gpt":0.2648669556131507,"score_spread":0.2327932322346151,"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."}}