{"id":"W2145877134","doi":"10.1155/2014/871021","title":"Coupling Two-Phase Fluid Flow with Two-Phase Darcy Flow in Anisotropic Porous Media","year":2014,"lang":"en","type":"article","venue":"Advances in Mechanical Engineering","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"China Postdoctoral Science Foundation","keywords":"Porous medium; Darcy's law; Anisotropy; Mechanics; Flow (mathematics); Darcy number; Stokes flow; Fluid dynamics; Materials science; Coupling (piping); Phase (matter); Darcy–Weisbach equation; Two-phase flow; Porosity; Physics; Optics; Heat transfer; Natural convection; Composite material","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":[0.0004693707,0.0005778295,0.0008812353,0.0005792398,0.0005603878,0.0007956132,0.0007957644,0.00137187,0.0007943318],"category_scores_gemma":[0.001468158,0.0004319806,0.0006405181,0.0003954568,0.001183657,0.0008708196,0.001031514,0.0006689102,0.0001111856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004950362,"about_ca_system_score_gemma":0.0007226088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005220036,"about_ca_topic_score_gemma":0.001768144,"domain_scores_codex":[0.9997019,0.0001045269,0.00001310202,0.00005081343,0.00008416438,0.0000454835],"domain_scores_gemma":[0.9993486,0.0004063287,0.00008873702,0.00003595387,0.00006265678,0.00005775285],"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":[0.00006210533,0.0001083689,0.001557447,0.00007928249,0.00002684524,0.0002319951,0.0000938685,0.970347,0.01200168,0.01202704,0.00007023503,0.003394018],"study_design_scores_gemma":[0.00001344633,0.00001607747,0.0001071865,0.000001918202,0.00000352219,0.00002228179,0.000008985466,0.9981169,0.0008665394,0.0006844951,0.0001537678,0.000005038064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6007764,0.000405195,0.3901886,0.0002356223,0.00009492005,0.0001321853,0.00004929885,0.0001637376,0.007954068],"genre_scores_gemma":[0.9431028,0.0001884633,0.05484168,0.00005228273,0.00003011593,0.0000985906,0.00003189451,0.00003227589,0.001621869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005220036,"threshold_uncertainty_score":0.01037925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009027420203114069,"score_gpt":0.2719531791608133,"score_spread":0.2629257589576992,"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."}}