{"id":"W2048252185","doi":"10.1007/s11242-014-0370-z","title":"Impact of Non-uniform Properties on Governing Equations for Fluid Flows in Porous Media","year":2014,"lang":"en","type":"article","venue":"Transport in Porous Media","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Compressibility; Porous medium; Conservation of mass; Viscosity; Mechanics; Closure problem; Momentum (technical analysis); Partial differential equation; Physics; Thermodynamics; Mathematics; Porosity; Materials science; Mathematical analysis; Turbulence","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":[0.003643246,0.001448915,0.001545594,0.001328818,0.001415048,0.003375751,0.001670078,0.002683525,0.002436205],"category_scores_gemma":[0.03376803,0.0008892903,0.001165217,0.0007305521,0.004224142,0.006028357,0.00298051,0.00295135,0.0003091531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076921,"about_ca_system_score_gemma":0.001390895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007272799,"about_ca_topic_score_gemma":0.003877112,"domain_scores_codex":[0.9979943,0.0008999791,0.0001673118,0.0002602454,0.0004181278,0.0002600809],"domain_scores_gemma":[0.978235,0.01578268,0.002044656,0.001195582,0.002142919,0.0005992029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001045278,0.0009085578,0.01267316,0.001341403,0.0002342182,0.003525819,0.0006101659,0.7141933,0.04487973,0.1906135,0.004070066,0.02590479],"study_design_scores_gemma":[0.00006101504,0.00006720737,0.002374438,0.0000504963,0.00003711282,0.000161519,0.0001062945,0.977101,0.007336266,0.01182136,0.0008294074,0.00005384086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6189932,0.009512836,0.2956103,0.007907014,0.003112718,0.0004820043,0.0008243598,0.0006466173,0.06291087],"genre_scores_gemma":[0.9758837,0.002637886,0.01110043,0.0006736114,0.0004661724,0.0001466859,0.0002628967,0.0006683823,0.008160238],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007272799,"threshold_uncertainty_score":0.01926756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121292491999847,"score_gpt":0.2399221739328871,"score_spread":0.2187092490128886,"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."}}