{"id":"W2064242782","doi":"10.2118/145052-ms","title":"Increasing Cold Lake Recovery by Adapting Steamflood Principles to a Bitumen Reservoir","year":2011,"lang":"en","type":"article","venue":"SPE Enhanced Oil Recovery Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Asphalt; Steam injection; Oil sands; Petroleum engineering; Petroleum; Geology; Reservoir engineering; Energy source; Environmental science; Enhanced oil recovery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008291193,0.0004145755,0.000474033,0.0002374629,0.0001120023,0.0001453349,0.0005010013,0.00021272,0.0004517772],"category_scores_gemma":[0.0007041094,0.0004541407,0.000111359,0.0004889088,0.00003228122,0.0005267867,0.0001335445,0.0004099073,0.0001621282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435342,"about_ca_system_score_gemma":0.00008978859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001176979,"about_ca_topic_score_gemma":0.0002830789,"domain_scores_codex":[0.9976673,0.0001645499,0.0006048668,0.0005197022,0.0003582158,0.0006854314],"domain_scores_gemma":[0.9984086,0.0003764099,0.00009617116,0.0006439883,0.0001605076,0.000314362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000231128,0.00005640752,0.0002523954,0.0002467072,0.000139596,0.00001301108,0.0009421462,0.7684914,0.1954526,0.000371557,0.0007483354,0.03305475],"study_design_scores_gemma":[0.002585397,0.0008680607,0.00185578,0.002035061,0.0001025199,0.00002722875,0.000567467,0.2093261,0.674797,0.001601105,0.1027061,0.003528179],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7842209,0.0002152122,0.1557297,0.00002362392,0.000743276,0.0001591833,0.00006485148,0.000649821,0.05819344],"genre_scores_gemma":[0.863102,0.0005477502,0.1298273,0.00005532819,0.0001637129,0.00008772185,0.00003154991,0.0001166724,0.006067984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5591654,"threshold_uncertainty_score":0.999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04329257727656914,"score_gpt":0.2494575692115402,"score_spread":0.2061649919349711,"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."}}