{"id":"W1485656122","doi":"10.1002/9781119019213.ch41","title":"Integrity Management of Pipeline Facilities","year":2015,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"","keywords":"Integrity management; Pipeline (software); Pipeline transport; Plan (archaeology); Engineering; Hazardous waste; Structural integrity; Risk analysis (engineering); Operations management; Waste management; Business; 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":[0.002919152,0.0006971077,0.000401393,0.002692105,0.002412499,0.003347456,0.002861883,0.001275204,0.01292603],"category_scores_gemma":[0.009856932,0.0003777339,0.0004428023,0.001674959,0.0008886733,0.005073505,0.0037224,0.001163489,0.005966216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002243872,"about_ca_system_score_gemma":0.004006064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006374237,"about_ca_topic_score_gemma":0.003818763,"domain_scores_codex":[0.9943855,0.0006058568,0.0003754654,0.0004678883,0.003571581,0.000593778],"domain_scores_gemma":[0.990759,0.0007435848,0.001231562,0.001749375,0.005128245,0.0003882891],"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":[0.0002863603,0.0001899281,0.01208862,0.0007955857,0.00003485506,0.001023191,0.001886686,0.02744939,0.02877968,0.05225425,0.07222696,0.8029846],"study_design_scores_gemma":[0.00006278884,0.000484722,0.01722023,0.0008335973,0.0001164316,0.003408669,0.001811753,0.1054338,0.1189509,0.03212203,0.7193307,0.0002244206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.07171535,0.002138044,0.6349967,0.003645655,0.0003929744,0.001324906,0.002705761,0.0098022,0.2732784],"genre_scores_gemma":[0.7236918,0.001885927,0.1651155,0.0006102141,0.0002129882,0.0004208472,0.006696489,0.001436284,0.09992984],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01292603,"threshold_uncertainty_score":0.04324192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641172078683551,"score_gpt":0.2114366024476184,"score_spread":0.1950248816607829,"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."}}