{"id":"W2284743671","doi":"10.2118/177600-ms","title":"Modelling Foam Displacement in Fractured Carbonate Reservoirs","year":2015,"lang":"en","type":"article","venue":"Abu Dhabi International Petroleum Exhibition and Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CMG Reservoir Simulation Foundation","keywords":"Enhanced oil recovery; Displacement (psychology); Carbonate; Porous medium; Petroleum engineering; Materials science; Porosity; Mechanics; Geology; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001940775,0.000373364,0.0003036683,0.000413284,0.000320565,0.0005268307,0.0008511081,0.001308038,0.001119919],"category_scores_gemma":[0.0008558497,0.000276776,0.0004406783,0.0003165645,0.0005954749,0.0002891391,0.0004046041,0.0004162466,0.00009250674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001135586,"about_ca_system_score_gemma":0.0008190524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03220831,"about_ca_topic_score_gemma":0.01213258,"domain_scores_codex":[0.9998996,0.00001630332,0.000006466968,0.00002146574,0.00002358664,0.0000325896],"domain_scores_gemma":[0.9995443,0.0002691459,0.00006798432,0.00002565524,0.00006275673,0.00002999273],"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":[0.00006438811,0.00005852549,0.004390643,0.00002683443,0.0000104162,0.0001153866,0.00002808882,0.9859941,0.0078605,0.0003942813,0.00003671913,0.001020117],"study_design_scores_gemma":[0.000008178587,0.00003622533,0.0008350501,0.000002507561,0.000003042784,0.000007847221,0.00001228016,0.9974209,0.001551693,0.00005893487,0.00005975795,0.000003638035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920675,0.00005469559,0.005977459,0.00005375587,0.000005425605,0.00002951962,0.0002117999,0.00006385933,0.001535971],"genre_scores_gemma":[0.9977251,0.00003084835,0.001721106,0.000007330488,0.000001287057,0.00002025494,0.0000679718,0.000006672939,0.0004194794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03220831,"threshold_uncertainty_score":0.06404167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392328432055596,"score_gpt":0.2431662192957399,"score_spread":0.2192429349751839,"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."}}