{"id":"W2083801081","doi":"10.2118/138255-ms","title":"Lattice-Boltzmann Method to Estimate Relative Permeabilities for Matrix-Fracture Interaction in Naturally Fractured Reservoirs","year":2010,"lang":"en","type":"article","venue":"SPE Eastern Regional Meeting","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Relative permeability; Lattice Boltzmann methods; Mechanics; Capillary pressure; Capillary action; Petroleum engineering; Imbibition; Saturation (graph theory); Geology; Permeability (electromagnetism); Materials science; Porous medium; Geotechnical engineering; Chemistry; Mathematics; Composite material; Porosity; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005018244,0.0003259252,0.0003419322,0.0005114794,0.000246451,0.0003500139,0.0007816346,0.0006223281,0.001008397],"category_scores_gemma":[0.001688794,0.0003331498,0.0003054336,0.0004214686,0.000301509,0.0005012815,0.0003661945,0.0005675826,0.0002143665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006026708,"about_ca_system_score_gemma":0.0009418789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006745827,"about_ca_topic_score_gemma":0.004132441,"domain_scores_codex":[0.9998586,0.00003999108,0.000009970441,0.00002171239,0.00005251902,0.00001703514],"domain_scores_gemma":[0.9992384,0.0004899598,0.00007610464,0.00003317633,0.0001261073,0.00003620737],"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":[0.00007935805,0.00006327307,0.002669551,0.00004950264,0.00001575958,0.00004834988,0.00003811899,0.9670885,0.01707528,0.002004704,0.00009947779,0.01076818],"study_design_scores_gemma":[0.000001359392,0.000002181772,0.00006389988,5.666076e-7,3.487604e-7,0.000002073102,0.000001688112,0.998995,0.0008243791,0.0000926995,0.00001436016,0.000001405675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2882347,0.0001452589,0.7090397,0.0001046598,0.00002309752,0.00009181781,0.0001634836,0.0007379246,0.001459434],"genre_scores_gemma":[0.8316498,0.00005252537,0.1671894,0.00001902194,0.000004249051,0.0001400595,0.0001100274,0.00005049755,0.0007844037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006745827,"threshold_uncertainty_score":0.01341307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542734147283154,"score_gpt":0.3477987651349994,"score_spread":0.3223714236621679,"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."}}