{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006019673,0.0001371687,0.0001665438,0.000120809,0.00005867817,0.0001076347,0.0001772804,0.00006996928,0.003542055],"category_scores_gemma":[0.00004898094,0.0001125983,0.00005870663,0.0001097626,0.00005280578,0.0001073568,0.00004229964,0.000172969,0.0001675014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000232543,"about_ca_system_score_gemma":0.000003362717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007299541,"about_ca_topic_score_gemma":0.0001245437,"domain_scores_codex":[0.9992319,0.00001133506,0.0002263215,0.000184794,0.0001912777,0.0001543648],"domain_scores_gemma":[0.9995643,0.00003666206,0.00001711485,0.0001208436,0.0001409587,0.0001201441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005031359,0.0001754136,0.007438494,0.0001385226,0.0005080322,0.00005079788,0.003294189,0.02858711,0.003490225,0.0446819,0.7563487,0.1552363],"study_design_scores_gemma":[0.0001900776,0.00002273969,0.0008414407,0.00003775835,0.00002139659,0.00001555336,0.000111855,0.5594301,0.0005380191,0.001109661,0.4374743,0.0002071915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5885382,0.001214594,0.07319579,0.04499498,0.004876758,0.000582076,0.0003450082,0.0009200031,0.2853326],"genre_scores_gemma":[0.994686,0.0001833399,0.0004739172,0.001073349,0.0002389676,0.00001018345,0.00002878251,0.000008913765,0.003296515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.530843,"threshold_uncertainty_score":0.9973688,"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."}}