{"id":"W4240088879","doi":"10.18535/ijmei/v1i7.02","title":"DEVELOPMENT OF NEW METRICS FOR BENCHMARKING STEAM ASSISTED GRAVITY DRAINAGE (SAGD) PROJECTS IN ALBERTA OIL AND GAS INDUSTRY","year":2015,"lang":"en","type":"article","venue":"International Journal of Management and Economics Invention","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Steam-assisted gravity drainage; Benchmarking; Petroleum engineering; Petroleum industry; Environmental science; Waste management; Engineering; Environmental engineering; Oil sands; Business; Materials science","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":[0.007966915,0.0008807182,0.0006607503,0.00802372,0.0009400482,0.004331654,0.001356151,0.0008188686,0.0009239718],"category_scores_gemma":[0.0183169,0.0003209744,0.0004049061,0.008221637,0.000632462,0.002086926,0.001695362,0.0007148042,0.0002582712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01136919,"about_ca_system_score_gemma":0.01152542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2408658,"about_ca_topic_score_gemma":0.3325161,"domain_scores_codex":[0.9899752,0.001532531,0.0007517885,0.0004723204,0.006603233,0.0006649399],"domain_scores_gemma":[0.9784224,0.002535322,0.002476206,0.001018513,0.01445929,0.001088338],"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":[0.0003378383,0.0006380066,0.4096114,0.0003909108,0.0002215293,0.0001683978,0.000765816,0.1302388,0.00966086,0.01448507,0.0147054,0.4187761],"study_design_scores_gemma":[0.00008257088,0.0007242616,0.3506137,0.0001693059,0.0001197015,0.0001283224,0.00176721,0.6027849,0.0171033,0.004698437,0.02167835,0.0001299827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.799457,0.0009470287,0.1584832,0.001094118,0.0001525127,0.0008953996,0.007125471,0.002155383,0.02968995],"genre_scores_gemma":[0.904699,0.0001883231,0.0882665,0.0000364759,0.00001412082,0.0002074122,0.004549285,0.00005943592,0.001979498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7591342,"threshold_uncertainty_score":0.4789276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0401551542362842,"score_gpt":0.2576289543580116,"score_spread":0.2174738001217274,"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."}}