{"id":"W2586982273","doi":"10.2118/182655-ms","title":"Equation-of-State Approach to Model Relative Permeability Including Hysteresis and Wettability Alteration","year":2017,"lang":"en","type":"article","venue":"SPE Reservoir Simulation Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Abu Dhabi National Oil Company; CMG Reservoir Simulation Foundation; Pennsylvania State University","keywords":"Relative permeability; Wetting; Hysteresis; Permeability (electromagnetism); Materials science; Chemistry; Composite material; Physics; Porosity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004871242,0.0001656704,0.0002447705,0.00009238442,0.0002108252,0.000139376,0.0002465841,0.00009010683,0.00001083363],"category_scores_gemma":[0.0008877421,0.000174102,0.00003980406,0.00007718427,0.00008511262,0.001063386,0.0001427669,0.0001474818,0.000003713925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267377,"about_ca_system_score_gemma":0.00004080002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006522796,"about_ca_topic_score_gemma":0.00008011495,"domain_scores_codex":[0.998832,0.00006232986,0.0003782566,0.0003201891,0.0002325795,0.0001745831],"domain_scores_gemma":[0.9985665,0.0002297747,0.0001373687,0.0006717205,0.0003115438,0.00008310004],"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":[0.00002381753,0.00001748906,0.004496875,0.0001570369,0.00001241784,7.991665e-8,0.001069443,0.9830353,0.003841089,0.001798045,0.000005091393,0.005543373],"study_design_scores_gemma":[0.00013334,0.00002519012,0.0137766,0.00006943362,0.000006906931,1.174692e-7,0.00001911495,0.9462782,0.01018773,0.02932407,0.00001631515,0.0001630225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4807318,0.00001254125,0.5121253,0.00004624904,0.00002682026,0.0003003206,0.00002256917,0.00009752499,0.006636916],"genre_scores_gemma":[0.9666803,0.00002440986,0.03312262,0.000005839008,0.00001565013,0.00004009563,0.00001372445,0.00001838198,0.00007890998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4859486,"threshold_uncertainty_score":0.7099675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267195089325033,"score_gpt":0.3414834228902158,"score_spread":0.2147639139577125,"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."}}