{"id":"W2805486840","doi":"10.1139/tcsme-2017-0129","title":"Experimental investigation of forced convection heat transfer over horizontal tube with conical fins for different fin spacings and different inclination angles","year":2018,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nusselt number; Fin; Conical surface; Materials science; Heat transfer; Pressure drop; Mechanics; Forced convection; Inclination angle; Geometry; Physics; Reynolds number; Composite material; Turbulence; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007239574,0.00016538,0.0002253362,0.00005299758,0.000149485,0.00001488662,0.00007106515,0.0001550208,0.00001096573],"category_scores_gemma":[0.000006296238,0.0001361381,0.0002183308,0.000116646,0.00007848413,0.0001115414,0.000001860851,0.0001139508,3.987056e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444105,"about_ca_system_score_gemma":0.00004434115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000961752,"about_ca_topic_score_gemma":0.01188482,"domain_scores_codex":[0.999277,0.000007285244,0.0002437659,0.0001460432,0.0001159721,0.0002099648],"domain_scores_gemma":[0.9996097,0.00007009047,0.000007351942,0.0001069802,0.00006398295,0.0001418945],"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":[0.0001141596,0.0000535221,0.000128533,0.0007160623,0.0004196622,7.509082e-8,0.003690799,0.06545886,0.9234282,0.005434156,0.00004094857,0.000515026],"study_design_scores_gemma":[0.0009906691,0.0003148822,0.0004103848,0.00006721493,0.00008659376,0.00000179874,0.0001132642,0.4401985,0.5576385,0.0000346147,0.00002355641,0.0001200137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5350968,0.00002396312,0.464152,0.00007071709,0.0001326118,0.0004044176,0.00008533763,0.00003181708,0.000002356233],"genre_scores_gemma":[0.9978957,0.00001126592,0.001848844,0.0000206535,0.00004348092,0.0001109014,0.00002694537,0.00003820684,0.00000403988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4627989,"threshold_uncertainty_score":0.6632006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009378349732493201,"score_gpt":0.1969775497191683,"score_spread":0.187599199986675,"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."}}