{"id":"W1979054381","doi":"10.1016/j.ijheatmasstransfer.2011.07.018","title":"Closure of non-equilibrium volume-averaged energy equations in high-conductivity porous media","year":2011,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Closure (psychology); Porous medium; Thermodynamics; Mechanics; Materials science; Volume (thermodynamics); Conductivity; Porosity; Physics; 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":[0.002318167,0.001360612,0.002416836,0.001373647,0.001472234,0.00369912,0.003609172,0.003514106,0.002832858],"category_scores_gemma":[0.009003808,0.0009565604,0.001364027,0.0009079415,0.004632059,0.004550164,0.003154644,0.00263803,0.0002759579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173154,"about_ca_system_score_gemma":0.002159357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01155021,"about_ca_topic_score_gemma":0.006797606,"domain_scores_codex":[0.998574,0.000568996,0.00009644648,0.0001513602,0.0003912118,0.0002180262],"domain_scores_gemma":[0.9956887,0.002720623,0.0004019109,0.000232988,0.0005795487,0.0003761249],"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":[0.000257525,0.0002229505,0.001370183,0.0003357151,0.0001263003,0.0007523384,0.0003365729,0.5763645,0.005816593,0.4045628,0.002620829,0.007233719],"study_design_scores_gemma":[0.00002864322,0.00001310568,0.0001567135,0.00001221307,0.000006198294,0.00004586966,0.0000270054,0.9759889,0.0004897855,0.02271299,0.0005029017,0.00001561905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.274089,0.006379316,0.6513618,0.003577783,0.001840858,0.0003325436,0.0007984274,0.0005200222,0.06110029],"genre_scores_gemma":[0.9350194,0.000980239,0.0356624,0.0005391747,0.000532585,0.0002577238,0.0005068863,0.0003947081,0.02610682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01155021,"threshold_uncertainty_score":0.02296597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494299526119008,"score_gpt":0.2128185346542606,"score_spread":0.1978755393930706,"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."}}