{"id":"W2017752893","doi":"10.1115/ipc2012-90531","title":"Incorporating Environmental Considerations Into Pipeline Integrity Management Programs","year":2012,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Integrity management; Pipeline (software); Stewardship (theology); Pipeline transport; Sustainability; Environmental stewardship; Risk analysis (engineering); Environmental impact assessment; Stakeholder; Engineering; Computer science; Environmental resource management; Business; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007720868,0.0006731536,0.0002426795,0.001975957,0.004668762,0.005327359,0.002546192,0.001420596,0.01198565],"category_scores_gemma":[0.01155454,0.0004254052,0.0004010448,0.001427424,0.001845137,0.003000526,0.003985939,0.002086022,0.001332834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0157365,"about_ca_system_score_gemma":0.04565512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1845307,"about_ca_topic_score_gemma":0.4933414,"domain_scores_codex":[0.9919347,0.001453775,0.0001756693,0.0004426884,0.004522546,0.001470603],"domain_scores_gemma":[0.9914171,0.001881236,0.0006812395,0.0004847965,0.004540924,0.0009947369],"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":[0.0001280826,0.001062322,0.01965423,0.0007780239,0.00006269374,0.00118413,0.003902649,0.07608198,0.008881554,0.1403588,0.07339893,0.6745065],"study_design_scores_gemma":[0.00005276691,0.000479305,0.01740295,0.001288489,0.00009508285,0.0003426328,0.005000204,0.03046847,0.0135043,0.04585811,0.8853431,0.0001644839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06442935,0.002495616,0.2335155,0.02282153,0.0004591111,0.003214593,0.0009308522,0.00324959,0.6688839],"genre_scores_gemma":[0.6329098,0.003620146,0.2715373,0.004505309,0.0001998236,0.0006438849,0.0008327334,0.0007914627,0.08495954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1845307,"threshold_uncertainty_score":0.3669133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371269149506148,"score_gpt":0.2039255648247665,"score_spread":0.190212873329705,"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."}}