{"id":"W2330924838","doi":"10.1115/imece2010-38810","title":"Ballistic Heat Transfer Modelling in Semiconductor Electronic Devices: A Modified Fourier-Based Approach","year":2010,"lang":"en","type":"article","venue":"","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Mitacs; Advanced Micro Devices","keywords":"Fourier transform; Thermal conductivity; Boltzmann equation; Heat transfer; Mean free path; Lattice Boltzmann methods; Work (physics); Fourier series; Heat current; Materials science; Thermal; Jump; Statistical physics; Physics; Mechanics; Thermodynamics; Optics; Mathematical analysis; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003825754,0.0003883576,0.0004830106,0.0004305277,0.0003262438,0.0006104416,0.001495317,0.001023842,0.001544794],"category_scores_gemma":[0.0009931774,0.0002993968,0.0006764057,0.0003333439,0.0007728294,0.001171425,0.0004962949,0.000617861,0.0004205712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006910102,"about_ca_system_score_gemma":0.000581129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003588605,"about_ca_topic_score_gemma":0.001417677,"domain_scores_codex":[0.999805,0.00004577654,0.000007722589,0.00002067823,0.00009728229,0.0000235655],"domain_scores_gemma":[0.9997742,0.0001121444,0.00002056744,0.0000366259,0.000045013,0.00001139788],"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":[0.0000243234,0.00004294954,0.0002043522,0.00004298486,0.0000125465,0.00008753772,0.00007176751,0.9384418,0.01532197,0.03956802,0.0002740738,0.00590766],"study_design_scores_gemma":[0.000001305948,0.000004216545,0.00002599851,9.32344e-7,8.81721e-7,0.000007642709,0.000001906893,0.9979716,0.0003146691,0.0015128,0.0001557783,0.000002328655],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06711332,0.0005016993,0.920869,0.000242207,0.00007752733,0.0000849629,0.00007570571,0.0002243961,0.01081112],"genre_scores_gemma":[0.8994514,0.0007207405,0.08902496,0.0001095716,0.00005858469,0.0001861203,0.00006826369,0.0001122914,0.01026821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003588605,"threshold_uncertainty_score":0.007135451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995062672894059,"score_gpt":0.2325457169361198,"score_spread":0.2025950902071792,"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."}}