{"id":"W3005345069","doi":"10.1002/cjce.23720","title":"Optimization strategies and impact of low oil price on long term SAGD projects","year":2020,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"ELUTIS Modelling and Consulting (Canada)","funders":"","keywords":"Steam injection; Steam-assisted gravity drainage; Petroleum engineering; Asphalt; Oil field; Process (computing); Oil price; Oil sands; Environmental science; Engineering; Computer science; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001382142,0.0005372505,0.0006297136,0.0008458319,0.0003348125,0.001170816,0.0005345731,0.0006361621,0.001494153],"category_scores_gemma":[0.002671509,0.0003470651,0.0004582847,0.0005082084,0.0003725553,0.0006634276,0.0005272827,0.0005153998,0.0001127372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176971,"about_ca_system_score_gemma":0.0008696428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004537372,"about_ca_topic_score_gemma":0.003427354,"domain_scores_codex":[0.9996068,0.000164058,0.00001927089,0.0000371262,0.00007849369,0.00009425462],"domain_scores_gemma":[0.9985954,0.0008763824,0.0001878626,0.00005632574,0.0001812082,0.0001028104],"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":[0.0001428337,0.00007350738,0.001723373,0.00004238754,0.0000257205,0.00006945813,0.00001256612,0.9896436,0.001995981,0.0004981562,0.00006565468,0.005706822],"study_design_scores_gemma":[0.0000255755,0.000603558,0.002875123,0.00001444081,0.00004307407,0.00002661606,0.00009242844,0.9921706,0.003326622,0.0005272165,0.0002820582,0.00001262395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739925,0.0003082245,0.02074337,0.0001227232,0.000009302833,0.00006759619,0.0001127279,0.00006883953,0.004574729],"genre_scores_gemma":[0.997853,0.00004083523,0.001740808,0.00000480119,6.247625e-7,0.0000178594,0.00002957909,0.00000669501,0.000305797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004537372,"threshold_uncertainty_score":0.009021938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008324318779676688,"score_gpt":0.2036938013061799,"score_spread":0.1953694825265032,"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."}}