{"id":"W1980546023","doi":"10.2118/103083-ms","title":"Permeability Modeling for the SAGD Process Using Minimodels","year":2006,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada); University of Alberta","funders":"","keywords":"Permeability (electromagnetism); Relative permeability; Reservoir simulation; Scaling; Petroleum engineering; Geology; Porosity; Geotechnical engineering; Computer science; Mathematics; Geometry; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035147,0.0004951716,0.0005518823,0.0006619378,0.0006063707,0.001005839,0.001124483,0.0009837637,0.00302281],"category_scores_gemma":[0.002102967,0.0004282527,0.0008060794,0.0003680548,0.0004664577,0.0006786191,0.0006744636,0.000768502,0.0003634533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547974,"about_ca_system_score_gemma":0.001351284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02153491,"about_ca_topic_score_gemma":0.01422919,"domain_scores_codex":[0.999785,0.00007211881,0.00001306604,0.00003645964,0.00006128196,0.00003205384],"domain_scores_gemma":[0.9989729,0.00067181,0.00008041789,0.00005473793,0.0001781233,0.00004202085],"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":[0.00001600829,0.00002535375,0.0007139229,0.00001732194,0.000007949947,0.00002623397,0.00002109612,0.9895821,0.001045041,0.004231277,0.0001259294,0.004187886],"study_design_scores_gemma":[0.000001566403,0.000005168856,0.00005786286,0.000001748424,0.000001128326,0.000003424044,0.00000368351,0.9987001,0.0002536403,0.0006403016,0.0003291107,0.000002290016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1020289,0.0001439253,0.8863416,0.0002310433,0.00003972929,0.0001220193,0.0004773723,0.001655934,0.008959482],"genre_scores_gemma":[0.8623028,0.0001509951,0.1304117,0.00007396402,0.00001814244,0.0002409919,0.0004486153,0.0003089509,0.006043911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02153491,"threshold_uncertainty_score":0.04281914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978139461907517,"score_gpt":0.3148849449522245,"score_spread":0.2651035503331494,"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."}}