{"id":"W2749178540","doi":"10.1007/s00170-017-0975-9","title":"A numerical and experimental study to investigate convective heat transfer and associated cutting temperature distribution in single point turning","year":2017,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Heat transfer coefficient; Convective heat transfer; Heat transfer; Computational fluid dynamics; Convection; Machining; Materials science; Coolant; Mechanics; Mechanical engineering; NTU method; Engineering; Micro heat exchanger; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004085302,0.000268924,0.0004738959,0.0003368624,0.0008307829,0.0003226699,0.0005207349,0.000521594,0.001247768],"category_scores_gemma":[0.0008553928,0.0002398494,0.0002840103,0.0003960886,0.000720077,0.0003423278,0.0002783068,0.0003981284,0.0001532622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871072,"about_ca_system_score_gemma":0.0002797809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009502161,"about_ca_topic_score_gemma":0.001321697,"domain_scores_codex":[0.9997107,0.00003185621,0.000009949164,0.00005032443,0.0001517692,0.00004538143],"domain_scores_gemma":[0.9991222,0.0004073289,0.00008395305,0.0001452789,0.000193601,0.00004762934],"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":[0.0007815533,0.0008098189,0.004970199,0.0002097941,0.00001638635,0.0001710437,0.0004006364,0.01013398,0.9700509,0.000669372,0.0001737295,0.01161255],"study_design_scores_gemma":[0.00018072,0.005736079,0.05183718,0.00002127695,0.00006885323,0.0006885208,0.0006605074,0.1087958,0.8296278,0.0004369919,0.001863793,0.00008251962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943956,0.00007634582,0.004065363,0.0000169392,0.00002099312,0.00003719748,0.0000687331,0.00004587786,0.001272872],"genre_scores_gemma":[0.9970133,0.00003899492,0.002505948,0.000005013342,0.000004167483,0.00002086611,0.00004453687,0.000006029422,0.0003610904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001247768,"threshold_uncertainty_score":0.004174173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006845416746663272,"score_gpt":0.2530293175572921,"score_spread":0.2461839008106288,"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."}}