{"id":"W2995766875","doi":"10.1007/s13369-019-04234-6","title":"Impacts of Variable Porosity and Variable Permeability on the Thermal Augmentation of Cu–H2O Nanofluid-Drenched Porous Trapezoidal Enclosure Considering Thermal Nonequilibrium Model","year":2019,"lang":"en","type":"article","venue":"Arabian Journal for Science and Engineering","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Sultan Qaboos University","keywords":"Nanofluid; Materials science; Porosity; Porous medium; Heat transfer; Nusselt number; Darcy number; Permeability (electromagnetism); Thermodynamics; Mechanics; Composite material; Thermal; Non-equilibrium thermodynamics; Natural convection; Rayleigh number; Reynolds number; Chemistry; Physics","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":[0.00018204,0.0002987381,0.0003865661,0.0001906004,0.0003829153,0.0006418047,0.0005105075,0.0005249453,0.001003308],"category_scores_gemma":[0.0006176646,0.0001823198,0.0003724653,0.0001510357,0.0006254116,0.0006544177,0.0004515585,0.000278521,0.00007331766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004535744,"about_ca_system_score_gemma":0.0002920843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003777805,"about_ca_topic_score_gemma":0.002722931,"domain_scores_codex":[0.9998869,0.00001857694,0.000004796692,0.0000298393,0.00002448914,0.00003549878],"domain_scores_gemma":[0.9996845,0.0001371309,0.00007194099,0.00003092253,0.0000504188,0.00002513444],"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":[0.0004214676,0.00009187232,0.003291148,0.0001579018,0.00002647478,0.0004304386,0.0000914857,0.8984003,0.08825187,0.003133862,0.0002283397,0.005474807],"study_design_scores_gemma":[0.0000153914,0.0001121236,0.001639392,0.000008137785,0.00002430298,0.00003485064,0.00006107117,0.9723465,0.02528872,0.0002509005,0.0002035756,0.00001507789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849317,0.0001953849,0.01145618,0.00005361735,0.00002163065,0.000007610122,0.00004531158,0.00008127859,0.003207243],"genre_scores_gemma":[0.9992542,0.00002733742,0.0004030677,0.000001927739,9.262473e-7,0.000002156526,0.000008094948,0.000003339281,0.0002989119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003777805,"threshold_uncertainty_score":0.007511616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160025857662412,"score_gpt":0.2107034343694006,"score_spread":0.1991031757927765,"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."}}