{"id":"W2936028079","doi":"","title":"Impact of integrating microchannel cooling within 3D microelectronic packages for portable applications","year":2013,"lang":"en","type":"article","venue":"European Microelectronics and Packaging Conference","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Microchannel; Microelectronics; Microfluidics; Thermal resistance; Ball grid array; Chip; Stack (abstract data type); Fluidics; Materials science; Mechanical engineering; Computer cooling; Heat transfer; Electronic engineering; Optoelectronics; Engineering; Computer science; Electrical engineering; Mechanics; Nanotechnology; Thermal management of electronic devices and systems","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002458381,0.0002598673,0.0002670543,0.0001096173,0.0001336518,0.0001438555,0.0001810865,0.00004894022,0.00003563185],"category_scores_gemma":[0.00001292165,0.0002455551,0.00009084761,0.0002033193,0.00005206409,0.0001751539,0.00002062294,0.000260657,0.00001154514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007285194,"about_ca_system_score_gemma":0.0001144605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004727506,"about_ca_topic_score_gemma":0.00002498942,"domain_scores_codex":[0.9987,0.00004361719,0.0003991052,0.0002732291,0.00006296294,0.0005210513],"domain_scores_gemma":[0.9993644,0.00006073799,0.00005948976,0.0002098602,0.00020449,0.0001009701],"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":[0.0000131419,0.00003629639,0.0008169592,0.0002330236,0.0001557852,5.6093e-7,0.001301726,0.006691483,0.9655042,0.002250632,0.0003639294,0.0226323],"study_design_scores_gemma":[0.003695785,0.001572559,0.008295381,0.0008070481,0.0003556939,0.000146997,0.0009135077,0.6844705,0.2888596,0.003681712,0.004393237,0.002807957],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3530737,0.002429954,0.6414816,0.00002173486,0.00003546876,0.0007113997,0.00004483686,0.0001669303,0.002034366],"genre_scores_gemma":[0.9917102,0.0007540099,0.00717028,0.00002330446,0.00005239479,0.0000544157,0.00009216028,0.00007616972,0.00006701733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.677779,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008786615470454045,"score_gpt":0.2227004153771278,"score_spread":0.2139137999066738,"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."}}