{"id":"W2091766880","doi":"10.1016/j.icheatmasstransfer.2004.05.005","title":"FLOW AND HEAT TRANSFER INSIDE POROUS STACK: STEADY STATE PROBLEM","year":2004,"lang":"en","type":"article","venue":"International Communications in Heat and Mass Transfer","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mechanics; Thermoacoustics; Magnetohydrodynamic drive; Physics; Entropy (arrow of time); Heat transfer; Boundary layer; Stack (abstract data type); Boundary value problem; Thermoacoustic heat engine; Thermodynamics; Magnetohydrodynamics; Magnetic field; Refrigerator car; Computer science","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":[0.001318692,0.00103753,0.002300557,0.001633378,0.001796322,0.003886745,0.001644903,0.006333118,0.004694178],"category_scores_gemma":[0.00703259,0.00117059,0.001228922,0.0009463612,0.004476588,0.006052982,0.003231756,0.002457647,0.0003235389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161006,"about_ca_system_score_gemma":0.002354753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174234,"about_ca_topic_score_gemma":0.003757834,"domain_scores_codex":[0.9994792,0.0001373153,0.00001830914,0.0001612308,0.00008661707,0.0001173013],"domain_scores_gemma":[0.9981779,0.001221975,0.0001454868,0.00004678949,0.000226767,0.0001810275],"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":[0.000755127,0.0004123186,0.002966685,0.0006514943,0.0001517526,0.000765684,0.0002955777,0.8297226,0.007291079,0.1437679,0.003884715,0.009335127],"study_design_scores_gemma":[0.00008005248,0.00006284014,0.0005179225,0.00001724788,0.00002636977,0.00006704748,0.00007368487,0.9735547,0.0009261195,0.02419453,0.0004478602,0.00003159855],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5285894,0.004429318,0.3839028,0.01651323,0.0009153102,0.0004632846,0.001578385,0.0003928799,0.06321543],"genre_scores_gemma":[0.9565274,0.00124779,0.01591275,0.0005425859,0.0006408907,0.0002639938,0.0005248972,0.0001176814,0.02422189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01174234,"threshold_uncertainty_score":0.02334797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746219236053422,"score_gpt":0.277925201790641,"score_spread":0.2604630094301068,"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."}}