{"id":"W2014962497","doi":"10.1115/ipc2002-27162","title":"To Comply: Why Should I?","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Energy Regulator","funders":"","keywords":"Mandate; Business; Enforcement; Pipeline transport; Commodity; Jurisdiction; Audit; Statutory law; Public interest; Government (linguistics); Finance; Electricity; Accounting; Environmental economics; Engineering; Economics","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":[0.02931157,0.000562789,0.0007820804,0.001478524,0.0106366,0.01383456,0.002929654,0.01669572,0.03697969],"category_scores_gemma":[0.1229672,0.0004823548,0.001031127,0.001837345,0.01262219,0.01710163,0.007564569,0.01673831,0.01967599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005161268,"about_ca_system_score_gemma":0.01646223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008898014,"about_ca_topic_score_gemma":0.01023239,"domain_scores_codex":[0.9654055,0.01331695,0.001487225,0.004035666,0.00898106,0.006773693],"domain_scores_gemma":[0.9050406,0.0253994,0.007042066,0.00911232,0.02394126,0.02946434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008407039,0.0002948687,0.01298238,0.0002407152,0.0000312696,0.0005611472,0.01094186,0.00006448138,0.0004595707,0.06560801,0.8187503,0.08998137],"study_design_scores_gemma":[0.00006458126,0.0001298681,0.006765836,0.0008248149,0.0000341028,0.000722137,0.03089186,0.0002643807,0.0004841512,0.0479368,0.9117675,0.0001139511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006612055,0.001044021,0.00300602,0.864594,0.009922832,0.000168987,0.0002148098,0.0004188587,0.1140184],"genre_scores_gemma":[0.1349261,0.002231478,0.004552901,0.7654389,0.009259002,0.0006635781,0.0004585954,0.000634725,0.08183473],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03697969,"threshold_uncertainty_score":0.1550162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06044152714326212,"score_gpt":0.2687387987605346,"score_spread":0.2082972716172725,"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."}}