{"id":"W2045346802","doi":"10.1007/s11053-011-9159-8","title":"Tee-SVX: Enhanced Oil Flow Rate in Solvent Vapor Extraction Process","year":2011,"lang":"en","type":"article","venue":"Natural Resources Research","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Research Council (Canada); University of Regina","funders":"","keywords":"Injector; Perpendicular; Petroleum engineering; Buoyancy; Dispersion (optics); Mechanics; Volumetric flow rate; Extraction (chemistry); Process (computing); Flow (mathematics); Petroleum; Materials science; Environmental science; Geology; Chemistry; Mechanical engineering; Engineering; Computer science; Geometry; Chromatography; Mathematics; Physics; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732785,0.0001752419,0.0002026941,0.0005341144,0.00009483545,0.00006570126,0.0003417273,0.0001784369,0.0001839287],"category_scores_gemma":[0.0006028659,0.0001577694,0.00006097137,0.0009108747,0.00005149063,0.0002450155,0.00004507707,0.00128779,0.00005750417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676036,"about_ca_system_score_gemma":0.00002490511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005467605,"about_ca_topic_score_gemma":0.00003840969,"domain_scores_codex":[0.9979321,0.000231068,0.0003077388,0.0002873018,0.0006103699,0.0006314195],"domain_scores_gemma":[0.9990121,0.0003412004,0.00002169353,0.0002913664,0.000196672,0.0001369994],"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":[0.0002027719,0.000062004,0.0003059808,0.000395936,0.00003245061,0.00004688341,0.00464981,0.8373053,0.06184461,0.00002408791,0.0002177617,0.0949124],"study_design_scores_gemma":[0.0006854115,0.00005635667,0.00871282,0.0001293058,0.000003071348,0.00000341961,0.0003822487,0.9026434,0.08062625,0.000300229,0.006167639,0.0002898601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815167,0.001263059,0.001896906,0.00002783649,0.0003226764,0.0001358339,0.000002680772,0.0002532901,0.01458109],"genre_scores_gemma":[0.993362,0.0001928439,0.004005759,0.000004948745,0.0001500823,0.00007374035,0.00000695499,0.0000466175,0.002157021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09462254,"threshold_uncertainty_score":0.643365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06975741294136933,"score_gpt":0.3798660364497698,"score_spread":0.3101086235084005,"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."}}