{"id":"W3133840634","doi":"10.1063/5.0041267","title":"A novel fluid–solid coupling model for the oil–water flow in the natural fractured reservoirs","year":2021,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Science and Technology Major Project; National Natural Science Foundation of China","keywords":"Mechanics; Finite element method; Complex fracture; Permeability (electromagnetism); Fluid dynamics; Petroleum engineering; Finite volume method; Coupling (piping); Computer simulation; Water injection (oil production); Fracture (geology); Physics; Geotechnical engineering; Geology; Engineering; Mechanical engineering; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004451085,0.0008737206,0.0007937869,0.00076488,0.0005849358,0.001019848,0.00196558,0.002351203,0.001632831],"category_scores_gemma":[0.0008274663,0.0005732048,0.001226069,0.000636236,0.000884681,0.001589285,0.0009056109,0.001091817,0.000313536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008355035,"about_ca_system_score_gemma":0.001550757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088787,"about_ca_topic_score_gemma":0.005845658,"domain_scores_codex":[0.9997516,0.00004925858,0.00001623195,0.0000697029,0.00007670435,0.00003648806],"domain_scores_gemma":[0.9997835,0.00008109381,0.00004143162,0.0000133895,0.0000601243,0.00002054028],"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":[0.00001627336,0.00003924081,0.0004160364,0.00005795718,0.00001583937,0.0001200012,0.00005807669,0.9773931,0.005157176,0.01295152,0.000273371,0.003501479],"study_design_scores_gemma":[0.000002242114,0.000004635053,0.00002847297,0.000001472671,0.000001947676,0.00000767425,0.000003285369,0.9990482,0.0001343055,0.0005727928,0.0001919761,0.000003023543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03389255,0.0005467418,0.9566869,0.0003266791,0.00009626227,0.00009799588,0.0001717321,0.0002353473,0.007945743],"genre_scores_gemma":[0.9114449,0.001052383,0.07383318,0.0001699503,0.0001033066,0.0004501468,0.0002604731,0.0001281219,0.01255753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01088787,"threshold_uncertainty_score":0.021649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696659360784098,"score_gpt":0.2491501309122552,"score_spread":0.2321835373044142,"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."}}