{"id":"W2116011845","doi":"10.1080/10407782.2012.725009","title":"Simulation of Conjugate Heat Transfer Using the Lattice Boltzmann Method","year":2012,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Calgary","funders":"","keywords":"Lattice Boltzmann methods; Heat transfer; Conjugate; Heat flux; Thermodynamics; Thermal conductivity; Thermal conduction; Mechanics; Materials science; Physics; Mathematics; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003566651,0.0002970613,0.000428416,0.0000806156,0.0002902664,0.00002567968,0.000208886,0.0001331774,0.0001197063],"category_scores_gemma":[0.00001413546,0.0002402377,0.0001923128,0.0006755409,0.0001306661,0.0003205189,0.00001621222,0.0002674878,0.00006561815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007577075,"about_ca_system_score_gemma":0.00001950475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003463366,"about_ca_topic_score_gemma":0.000004599074,"domain_scores_codex":[0.9981162,0.000125514,0.0006460481,0.000255048,0.0003500811,0.0005071224],"domain_scores_gemma":[0.9982255,0.0009512448,0.000004600436,0.0004973306,0.000145123,0.0001762551],"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":[0.00002489343,0.0001385269,0.0007679324,0.0001000559,0.0001652412,1.438968e-7,0.001583233,0.9820104,0.009719447,0.004380628,0.00004404932,0.001065503],"study_design_scores_gemma":[0.0006316447,0.00003775258,0.001772874,0.00002809502,0.0004430778,0.000004732723,0.0002523947,0.912201,0.01292129,0.0002020883,0.0710661,0.0004389403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04902537,0.0009737987,0.9471186,0.0002481464,0.0001371716,0.0009948888,0.00007327235,0.0002845584,0.001144193],"genre_scores_gemma":[0.9948198,0.0000468553,0.00422901,0.0001763706,0.0002794885,0.0003345432,0.00002499583,0.00007202297,0.00001697471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9457943,"threshold_uncertainty_score":0.979661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05028293631743545,"score_gpt":0.3268038496189044,"score_spread":0.2765209133014689,"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."}}