{"id":"W2485824646","doi":"10.1142/s0960313100000320","title":"ANALYTICAL FORCED CONVECTION MODELING OF PLATE FIN HEAT SINKS","year":2000,"lang":"en","type":"article","venue":"Journal of Electronics Manufacturing","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Heat sink; Nusselt number; Forced convection; Mechanics; Fin; Heat transfer; Reynolds number; Thermodynamics; Heat transfer coefficient; Materials science; Mechanical engineering; 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":[0.000193009,0.0004922973,0.0003630439,0.0003078798,0.0003249875,0.0004607927,0.0009802941,0.0005609342,0.001551484],"category_scores_gemma":[0.0008183094,0.0002876324,0.0004333298,0.0001988054,0.00038707,0.0006603487,0.0003571979,0.0003135785,0.0004199494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005725013,"about_ca_system_score_gemma":0.0009430157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004359209,"about_ca_topic_score_gemma":0.001951118,"domain_scores_codex":[0.9998744,0.00001436384,0.000004705597,0.00002723172,0.00005807693,0.00002139338],"domain_scores_gemma":[0.9998507,0.00004475247,0.00001845592,0.00001549925,0.00006184428,0.000008658099],"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":[0.00002999517,0.00001188551,0.0002555639,0.00004951243,0.000006816167,0.00006288171,0.00004634088,0.9678555,0.01970292,0.00650567,0.0002715104,0.005201472],"study_design_scores_gemma":[0.000003308369,0.000009467141,0.00006798909,0.000002618092,0.000001466145,0.00001292697,0.000003299091,0.9966323,0.002281782,0.0004580251,0.0005237639,0.000003113719],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1590113,0.0006515383,0.8169944,0.0001904075,0.0001208659,0.0001266983,0.0004044081,0.0007848663,0.02171552],"genre_scores_gemma":[0.9399835,0.0004736481,0.04404872,0.00003931437,0.00002098931,0.0001711217,0.0001957846,0.00009068839,0.01497618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004359209,"threshold_uncertainty_score":0.008667707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00885550777829178,"score_gpt":0.2106006615714995,"score_spread":0.2017451537932077,"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."}}