{"id":"W2966389921","doi":"10.11159/htff19.136","title":"Natural Convection from Locally Heated Horizontal Rectangular Plate-Fin Heat Sinks","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fin; Natural convection; Heat sink; Mechanics; Annular fin; Convection; Heat transfer; Materials science; Geology; Physics; Thermodynamics; Heat transfer coefficient; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001819666,0.0002482005,0.0002634555,0.000129227,0.000147939,0.0002565078,0.0002334096,0.0001689462,0.0006179169],"category_scores_gemma":[0.0004206135,0.0001317974,0.0002320185,0.0001054193,0.0004574271,0.0002623053,0.0002683792,0.0001579085,0.0001064324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120917,"about_ca_system_score_gemma":0.0004011813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898272,"about_ca_topic_score_gemma":0.001716378,"domain_scores_codex":[0.9999499,0.000007949263,0.000002518271,0.00001034211,0.00001826092,0.00001107616],"domain_scores_gemma":[0.9998803,0.00005920084,0.00001889442,0.00001097439,0.00002201974,0.000008454453],"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":[0.0003239077,0.00003882611,0.005551222,0.0002006635,0.00002504998,0.0002166927,0.0002195294,0.436074,0.5414643,0.001921554,0.0002047446,0.01375952],"study_design_scores_gemma":[0.00003083033,0.0001863347,0.003923461,0.00001075638,0.00001280605,0.00007127483,0.00004605712,0.8712786,0.1235109,0.0003758951,0.0005353755,0.00001771697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657134,0.0001231734,0.03214325,0.00002492002,0.00001107687,0.00001699286,0.00004784677,0.000132081,0.001787323],"genre_scores_gemma":[0.9940864,0.00004490639,0.004860916,0.000003748105,0.000001605153,0.00001252672,0.00004450444,0.00001008663,0.000935305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001898272,"threshold_uncertainty_score":0.003774464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002960980664344276,"score_gpt":0.164186676325925,"score_spread":0.1612256956615807,"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."}}