{"id":"W2126077990","doi":"10.1109/stherm.1993.225319","title":"Conjugate heat transfer from a raised isothermal heat source attached to a vertical board","year":2002,"lang":"en","type":"article","venue":"","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heat transfer; Natural convection; Thermal conductivity; Isothermal process; Materials science; Thermodynamics; Thermal conduction; Convective heat transfer; Conjugate; Convection; Mechanics; Composite material; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003769231,0.0001982374,0.0002302505,0.00005646597,0.00004475487,0.00004759774,0.0001024573,0.0001191065,0.005561734],"category_scores_gemma":[0.000005195734,0.0001870748,0.00008766122,0.0001514344,0.00002021531,0.0001133461,0.000005458697,0.0001325062,0.000639508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004117357,"about_ca_system_score_gemma":0.000003953797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001305404,"about_ca_topic_score_gemma":0.00005484132,"domain_scores_codex":[0.9990009,0.00002712073,0.0002337339,0.0002208987,0.0001579652,0.0003593853],"domain_scores_gemma":[0.9994734,0.00004699142,2.086765e-7,0.0001969446,0.00001768619,0.0002647966],"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":[0.0001501668,0.0001637365,0.001029698,0.00005780438,0.0001889604,0.00002272373,0.008466417,0.7370166,0.2424506,0.0001795059,0.006778297,0.0034955],"study_design_scores_gemma":[0.00185155,0.00008561273,0.001050351,0.00002577953,0.0000369008,0.000002646583,0.00005595429,0.9135309,0.07367999,0.000005700085,0.009261735,0.0004128992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4631798,0.0000808984,0.5252721,0.0006765638,0.00009677128,0.0001977876,0.00001176556,0.0005033918,0.00998086],"genre_scores_gemma":[0.9972658,0.0000252964,0.001110706,0.0011816,0.0001003126,0.00002718384,0.00001135911,0.00006293091,0.0002147982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.534086,"threshold_uncertainty_score":0.9953473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513009107238008,"score_gpt":0.2054371470908293,"score_spread":0.1903070560184492,"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."}}