{"id":"W2791965149","doi":"10.3992/2377-3545-3.1.19","title":"EMISSION COMPARISON OF UNDERGROUND TRENCHLES CONSTRUCTION METHODS FOR CANADA'S OIL AND GAS INDUSTRY","year":2017,"lang":"en","type":"article","venue":"Journal of Environmental Solutions for Oil Gas and Mining","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum industry; Fossil fuel; Engineering; Business; Environmental science; Petroleum engineering; Forensic engineering; Waste management; Environmental engineering","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":[0.0007070848,0.0005690383,0.0003772488,0.002227605,0.001153914,0.0008632339,0.0006181753,0.0002900859,0.002169003],"category_scores_gemma":[0.001043398,0.0002224793,0.0006687951,0.002569192,0.0003866828,0.0003132489,0.0004651138,0.0002483823,0.0002095496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008032713,"about_ca_system_score_gemma":0.004667346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7184115,"about_ca_topic_score_gemma":0.9120037,"domain_scores_codex":[0.9987701,0.00008641984,0.00003671967,0.0001058047,0.000868385,0.0001325997],"domain_scores_gemma":[0.9989901,0.0001597402,0.00007900129,0.00004155285,0.0006895831,0.00004012351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002762911,0.0005111429,0.3983916,0.001433753,0.0003523545,0.0006304858,0.001587445,0.1562425,0.0670853,0.003444395,0.003481248,0.3640769],"study_design_scores_gemma":[0.0000867839,0.001146891,0.8528809,0.0001664003,0.0002837613,0.0002437199,0.004329541,0.07789475,0.04521949,0.0005426166,0.01707975,0.0001253625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813447,0.0004854972,0.005187974,0.00003790817,0.00001312457,0.0001366644,0.001592015,0.00008368052,0.01111836],"genre_scores_gemma":[0.9844155,0.0004978591,0.007714383,0.00001104416,0.000002259501,0.00006103938,0.001670369,0.00004875235,0.005578842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2815885,"threshold_uncertainty_score":0.5664936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249850729144263,"score_gpt":0.2956181263990623,"score_spread":0.270633053484636,"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."}}