{"id":"W2055648005","doi":"10.2118/07-01-04","title":"Review of Reservoir Parameters to Optimize SAGD and Fast-SAGD Operating Conditions","year":2007,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"École Polytechnique Fédérale de Lausanne; Shell Canada","keywords":"Petroleum engineering; Steam injection; Steam-assisted gravity drainage; Offset (computer science); Asphalt; Oil sands; Environmental science; Engineering; Computer science; Materials science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001586102,0.001293042,0.001498869,0.002489645,0.0004353624,0.001202501,0.001924768,0.0007516955,0.002877103],"category_scores_gemma":[0.002016439,0.0007327837,0.001004132,0.003684825,0.0003679235,0.001286381,0.0005770351,0.0005208428,0.0009766937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726522,"about_ca_system_score_gemma":0.002437655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352943,"about_ca_topic_score_gemma":0.01853356,"domain_scores_codex":[0.9991502,0.0001005336,0.0001288831,0.0001058052,0.0004570825,0.00005748864],"domain_scores_gemma":[0.9988507,0.0003911467,0.0001861293,0.00004468968,0.0004939967,0.00003332807],"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":[0.0003293556,0.0001975594,0.002519762,0.05559721,0.0004050579,0.000286246,0.0001414118,0.03863306,0.04531617,0.002777654,0.01208951,0.8417071],"study_design_scores_gemma":[0.000109044,0.001220292,0.01359989,0.009665181,0.001839655,0.0008442873,0.0004678512,0.02813915,0.1765914,0.002501603,0.7646179,0.0004037936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01791959,0.9576235,0.01609293,0.0004542678,0.0002861292,0.0001218344,0.0007253155,0.0003684213,0.006407966],"genre_scores_gemma":[0.1003033,0.8747075,0.01951033,0.0001927329,0.0001476355,0.0001109413,0.001586301,0.0001876174,0.003253641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01352943,"threshold_uncertainty_score":0.02690136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407786526069752,"score_gpt":0.2728593813702001,"score_spread":0.2587815161095026,"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."}}