{"id":"W2538289493","doi":"10.1115/ipack2011-52139","title":"Single-Phase Liquid Cooling of a Quad-Core Processor","year":2011,"lang":"en","type":"article","venue":"","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Microchannel; Planar; Multi-core processor; Dissipation; Core (optical fiber); Computer cooling; Computer science; Thermal management of electronic devices and systems; Microprocessor; Hot spot (computer programming); Flow (mathematics); Mechanical engineering; Materials science; Mechanics; Parallel computing; Computer hardware; Physics; Engineering; Telecommunications; Thermodynamics","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":[0.0001871892,0.0001944998,0.0002916135,0.0001571107,0.0002558664,0.0003272896,0.0003740739,0.0001954347,0.000968338],"category_scores_gemma":[0.0003384123,0.0001526347,0.0001657302,0.0001546147,0.0003591676,0.0002761842,0.0002022468,0.0001650346,0.0001202765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902899,"about_ca_system_score_gemma":0.0006479275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519068,"about_ca_topic_score_gemma":0.00135107,"domain_scores_codex":[0.999889,0.00001787434,0.000005002807,0.00002347738,0.00003391325,0.0000306656],"domain_scores_gemma":[0.9998499,0.00004578545,0.00003165162,0.0000181621,0.00003750845,0.00001689889],"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":[0.000882103,0.0001607206,0.002862185,0.0001940732,0.00001937536,0.0002682483,0.0001371865,0.1909306,0.7857738,0.001555399,0.0003365921,0.01687969],"study_design_scores_gemma":[0.00009381953,0.001341614,0.004288127,0.00001065494,0.00002367981,0.00008919206,0.00006121837,0.5858834,0.4067903,0.0002653581,0.001132352,0.00002030351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901422,0.00005238413,0.008671338,0.00002690554,0.000006802891,0.00001765835,0.00003988174,0.00006450219,0.0009782417],"genre_scores_gemma":[0.9919981,0.00003228633,0.007409732,0.000007541092,0.000001430946,0.00001750807,0.00003033799,0.000008926823,0.0004941397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001519068,"threshold_uncertainty_score":0.003239393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215385117478974,"score_gpt":0.2497668287214282,"score_spread":0.1976129775466385,"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."}}