{"id":"W2172850096","doi":"10.2118/137836-ms","title":"Experimental Evaluation of SAGD-ISC Hybrid Recovery Method","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Injector; Petroleum engineering; Combustion; Residual oil; Enhanced oil recovery; Ignition system; Environmental science; Secondary air injection; Steam injection; Water injection (oil production); Spontaneous combustion; Process (computing); Process engineering; Residual; Waste management; Computer science; Engineering; Mechanical engineering; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007451444,0.0005022158,0.000519945,0.0006724852,0.0004063571,0.0003610012,0.0005864906,0.0008193213,0.001763381],"category_scores_gemma":[0.0008683148,0.0002302436,0.0003710018,0.0007124936,0.0003886716,0.0004821971,0.0004833706,0.0006697503,0.0005877091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000271376,"about_ca_system_score_gemma":0.0002626845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009697085,"about_ca_topic_score_gemma":0.001236069,"domain_scores_codex":[0.9990385,0.0001123538,0.00006262933,0.0001898622,0.0004936784,0.0001030844],"domain_scores_gemma":[0.9994279,0.00009519196,0.00005374618,0.00007856142,0.0003220505,0.00002261814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002419781,0.0001934595,0.0004400778,0.0002797008,0.00001954975,0.00006192875,0.00009434896,0.0006242021,0.9848069,0.0001127374,0.0001926912,0.01293238],"study_design_scores_gemma":[0.00001385859,0.0008015576,0.001313619,0.00001400663,0.0000249595,0.00004903317,0.000087106,0.004346724,0.9910228,0.00003006837,0.002276824,0.00001947442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597086,0.001165492,0.03434891,0.0001746234,0.000121275,0.0004144092,0.0006501542,0.0006652409,0.002751265],"genre_scores_gemma":[0.9550483,0.001063386,0.03912217,0.0001390798,0.00002109631,0.0003691855,0.000640236,0.0001026567,0.003493991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001763381,"threshold_uncertainty_score":0.005899072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713211308323144,"score_gpt":0.2964347923555832,"score_spread":0.2693026792723518,"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."}}