{"id":"W2368567540","doi":"","title":"Simulation and analysis for gas flow and heat transfer in micro nozzle","year":2003,"lang":"en","type":"article","venue":"Micronanoelectronic Technology","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Mechanics; Inlet; Heat transfer; Flow (mathematics); Monte Carlo method; Boundary (topology); Materials science; Boundary value problem; Thermodynamics; Mechanical engineering; Physics; Engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003023481,0.0002061324,0.0003841128,0.0001924766,0.0003079107,0.0003332832,0.0005012696,0.0006251232,0.001754703],"category_scores_gemma":[0.000726857,0.000181051,0.0003533143,0.000185383,0.0003495397,0.0003659739,0.0003280328,0.0003819428,0.0001774188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004965932,"about_ca_system_score_gemma":0.000816008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0042423,"about_ca_topic_score_gemma":0.001762791,"domain_scores_codex":[0.9998372,0.00002989479,0.000005247416,0.00001508726,0.00009192816,0.0000206933],"domain_scores_gemma":[0.9998195,0.00009638845,0.00001619539,0.00001463984,0.00004313123,0.00001020845],"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":[0.00004578543,0.0000340094,0.00070819,0.00006569684,0.000009564381,0.00006524162,0.00004604443,0.9522831,0.01378051,0.02199928,0.0003597885,0.01060271],"study_design_scores_gemma":[0.000005087551,0.000006778651,0.00007579868,0.000001539059,8.135665e-7,0.000008516186,0.000001855189,0.997555,0.001486138,0.000532182,0.0003244019,0.000001937262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1081402,0.0003865929,0.8799687,0.0001537603,0.00007304224,0.00009512578,0.0001221932,0.0006765267,0.01038389],"genre_scores_gemma":[0.8631933,0.0002813962,0.1306564,0.0000489932,0.00002122139,0.0002620163,0.0001226964,0.0001226321,0.005291387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0042423,"threshold_uncertainty_score":0.00843519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00957315166868823,"score_gpt":0.256895948417902,"score_spread":0.2473227967492138,"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."}}