{"id":"W3192354265","doi":"10.1109/itherm51669.2021.9503158","title":"Twisted Offset Strip Fin Heat Sink For Power Electronics Cooling","year":2021,"lang":"en","type":"article","venue":"","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Heat sink; Thermal resistance; Materials science; Heat transfer; Coolant; Mechanics; Offset (computer science); Heat capacity rate; Heat flux; Fin; Mechanical engineering; Heat spreader; Thermodynamics; Composite material; Computer science; Physics; Engineering","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":[0.0001308005,0.0001841377,0.0001322792,0.0001251827,0.0001516297,0.0001928969,0.0003325456,0.0001932963,0.001622704],"category_scores_gemma":[0.0001783976,0.00008279238,0.0001530502,0.0001951267,0.000156158,0.000290731,0.0001757761,0.0002044241,0.000271347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430342,"about_ca_system_score_gemma":0.0002903797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003268587,"about_ca_topic_score_gemma":0.0008650874,"domain_scores_codex":[0.9999473,0.000006441848,0.000001662225,0.000008847434,0.00002815782,0.000007547237],"domain_scores_gemma":[0.9999455,0.00001742296,0.00001048791,0.000005078824,0.00001819053,0.000003206114],"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":[0.0002524518,0.00005437518,0.003495413,0.0005450708,0.00002896579,0.0002451553,0.0001236809,0.1423222,0.7544209,0.007247933,0.001907142,0.08935668],"study_design_scores_gemma":[0.00003578075,0.0006732185,0.004228219,0.0000416958,0.00004132187,0.0002869015,0.0001018687,0.4907656,0.4806291,0.001966586,0.02120417,0.00002557722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6897145,0.001591792,0.2904475,0.0002298495,0.000191015,0.00007680097,0.0002403759,0.001001209,0.01650697],"genre_scores_gemma":[0.9664868,0.0002844241,0.03020905,0.00002050788,0.000007513777,0.00002834566,0.00007808254,0.0000350403,0.002850129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001622704,"threshold_uncertainty_score":0.005428493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009956762364190202,"score_gpt":0.2181326961500515,"score_spread":0.2081759337858612,"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."}}