{"id":"W1972712128","doi":"10.1016/j.ijheatmasstransfer.2008.05.009","title":"Conjugate heat transfer by natural convection, conduction and radiation in open cavities","year":2008,"lang":"en","type":"article","venue":"International Journal of Heat and Mass Transfer","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nusselt number; Emissivity; Rayleigh number; Natural convection; Thermal conduction; Materials science; Heat transfer; Prandtl number; Heat flux; Mechanics; Thermodynamics; Radiative transfer; Film temperature; Convection; Convective heat transfer; Physics; Optics; Turbulence; Reynolds number","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":[],"consensus_categories":[],"category_scores_codex":[0.0001514224,0.0001502691,0.0002521995,0.0002030621,0.00005659967,0.00008021246,0.000134941,0.00008752584,0.00006401751],"category_scores_gemma":[0.000003273879,0.0001374803,0.0000544608,0.00006457874,0.00008682807,0.0008843178,0.000004318812,0.0002669668,0.000001205032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007337634,"about_ca_system_score_gemma":0.00003164471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001278186,"about_ca_topic_score_gemma":0.00005381252,"domain_scores_codex":[0.9990601,0.00003202907,0.0004148353,0.0001186308,0.0002274438,0.0001469485],"domain_scores_gemma":[0.9997124,0.00003927857,0.000002691235,0.00004017424,0.0001225469,0.00008288716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009503043,0.0001320911,0.01723965,0.00009849075,0.0005280613,0.0001962763,0.004678869,0.001694646,0.9636496,0.001940952,0.003777335,0.00511369],"study_design_scores_gemma":[0.0345681,0.00119426,0.06074249,0.0006670663,0.0002616207,0.006574451,0.001413475,0.01548538,0.7887983,0.001675121,0.08683129,0.001788415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824092,0.005148907,0.009671979,0.0009154608,0.001378321,0.0001597663,0.00003418422,0.00001982871,0.0002623673],"genre_scores_gemma":[0.9887534,0.01075177,0.00004447153,0.000169841,0.0001656798,0.000006654369,0.00001589865,0.00001913471,0.00007311748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1748513,"threshold_uncertainty_score":0.5606284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047067268542707,"score_gpt":0.2253187702516321,"score_spread":0.214848097566205,"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."}}