{"id":"W2026252625","doi":"10.1115/ipc2002-27360","title":"Regulations of Pipelines in Canada","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Energy Regulator","funders":"","keywords":"Pipeline transport; Abandonment (legal); Agency (philosophy); Business; Pipeline (software); Environmental planning; Engineering; Political science; Environmental science; Environmental engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00002756228,0.0000854629,0.0001190773,0.00007718836,0.00001123215,0.00001301904,0.00008908493,0.00003232442,0.000278539],"category_scores_gemma":[0.00003188573,0.00007932442,0.00001595913,0.00007150394,0.00001916307,0.00004853448,0.00001440148,0.00008962766,0.000001308544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003813385,"about_ca_system_score_gemma":0.0000267575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04364538,"about_ca_topic_score_gemma":0.1911002,"domain_scores_codex":[0.9994459,0.000004329733,0.0002341774,0.00008766612,0.0001251008,0.0001028505],"domain_scores_gemma":[0.9997742,0.00003295277,0.00002059945,0.00007440247,0.0000568802,0.00004101995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000163059,0.00007298785,0.01670286,0.0001628668,0.00008814538,0.00002989782,0.0003992403,0.8174364,0.002447381,0.05758391,0.03555686,0.06950317],"study_design_scores_gemma":[0.0002440433,0.000005867313,0.01216131,0.00004131173,0.000003901926,0.000008024922,0.00003775913,0.9602005,0.0002372273,0.001156069,0.02578478,0.0001191571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022167,0.001164682,0.02748762,0.002235209,0.001600626,0.0002062064,0.0001180363,0.000189954,0.06478091],"genre_scores_gemma":[0.9988519,0.0001387015,0.0002357466,0.0000263574,0.00005768068,0.000004639846,0.00001108678,0.000006510949,0.0006673801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1474548,"threshold_uncertainty_score":0.9627231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578040181084104,"score_gpt":0.1994692996513673,"score_spread":0.1836888978405263,"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."}}