{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004421235,0.00007764179,0.00009530418,0.0000239248,0.00003126227,0.00002760559,0.00003422903,0.0000649156,0.0001971328],"category_scores_gemma":[0.00001425781,0.00008084821,0.00004437102,0.0001332118,0.000003629139,0.00005670287,0.000003129486,0.00007066549,0.000009688389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004585151,"about_ca_system_score_gemma":0.00004337072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002352392,"about_ca_topic_score_gemma":0.0000426292,"domain_scores_codex":[0.9995093,0.000006826909,0.000125313,0.00009820007,0.00005616826,0.0002041863],"domain_scores_gemma":[0.9997634,0.00003644538,0.000001257537,0.00009935028,0.00005751212,0.00004206495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003357659,0.00006047968,0.00007128977,0.0001492053,0.00009593496,0.000007771386,0.0003505701,0.9424134,0.03590037,0.005472885,0.01154641,0.003898135],"study_design_scores_gemma":[0.0006379359,0.00003900116,0.000100076,0.00001452088,0.00001802825,0.000006341754,0.00004691861,0.866751,0.08533869,0.0001117922,0.04675115,0.0001845799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02241259,0.000728092,0.9699195,0.0001754431,0.0001996872,0.0001423023,0.00002397516,0.0002860887,0.006112319],"genre_scores_gemma":[0.9912837,0.0001571943,0.007687134,0.0001771672,0.00004038413,0.00001225805,0.0001942545,0.00002994512,0.0004180116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9688711,"threshold_uncertainty_score":0.3296894,"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."}}