{"id":"W2793134696","doi":"10.1080/01457632.2018.1446872","title":"Optimum Dimensions of Longitudinal Rectangular Fins and Cylindrical Pin Fins with a Prescribed Tip Temperature","year":2018,"lang":"en","type":"article","venue":"Heat Transfer Engineering","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Nottingham","keywords":"Fin; Materials science; Mechanics; Heat transfer; Adiabatic process; Constant (computer programming); Annular fin; Aspect ratio (aeronautics); Convection; Base (topology); Volume (thermodynamics); Thermodynamics; Heat transfer coefficient; Physics; Mathematics; Composite material; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005609353,0.0004546051,0.0003400732,0.0005236164,0.0002618037,0.0005927187,0.000417813,0.0003649837,0.0008326251],"category_scores_gemma":[0.001731806,0.000388732,0.0003082552,0.0002377225,0.0004726512,0.0004460912,0.000460157,0.0002263651,0.0001816947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337649,"about_ca_system_score_gemma":0.000676318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002590797,"about_ca_topic_score_gemma":0.0008172686,"domain_scores_codex":[0.9997049,0.00003575642,0.00002780992,0.00008107469,0.00009719438,0.00005317773],"domain_scores_gemma":[0.9994224,0.0001494554,0.0002454566,0.00005961406,0.00009426205,0.00002887326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008672633,0.0001363479,0.01218036,0.001621353,0.00008468197,0.0007754505,0.0003948339,0.2740969,0.586315,0.04069784,0.002980568,0.07984935],"study_design_scores_gemma":[0.0005054955,0.003312543,0.03719065,0.0003962861,0.0002834948,0.004375443,0.0005349249,0.4004058,0.5047067,0.01638588,0.03158425,0.0003184082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8166097,0.003418122,0.1464679,0.0002485847,0.0001394443,0.0002086875,0.0008315027,0.0004826707,0.03159346],"genre_scores_gemma":[0.9375514,0.0005355398,0.06063388,0.0000217718,0.00001965709,0.0001494665,0.0001384631,0.00003342017,0.0009163989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008326251,"threshold_uncertainty_score":0.002966583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007765773355972239,"score_gpt":0.1932101517359283,"score_spread":0.1854443783799561,"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."}}