{"id":"W2081948829","doi":"10.1115/fedsm-icnmm2010-30399","title":"Compressible Microchannel Flow","year":2010,"lang":"en","type":"article","venue":"","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Microchannel; Mach number; Laminar flow; Materials science; Mechanics; Knudsen number; Wafer; Reynolds number; Hydraulic diameter; Glass tube; Flow (mathematics); Tube (container); Composite material; Nanotechnology; Physics","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":[0.0002988854,0.0003961432,0.0004296586,0.0002892709,0.0005068299,0.0003403255,0.0005300344,0.0002645149,0.001529641],"category_scores_gemma":[0.001226413,0.0001405399,0.0001287371,0.000232638,0.001172468,0.0005078529,0.0004885561,0.0005283001,0.000114504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000572852,"about_ca_system_score_gemma":0.000377767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066089,"about_ca_topic_score_gemma":0.001042394,"domain_scores_codex":[0.9997011,0.00002977873,0.000007736159,0.00006706031,0.0001288621,0.00006550499],"domain_scores_gemma":[0.9993746,0.0003474128,0.00007694719,0.00006492803,0.0000693158,0.00006678934],"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":[0.0003553254,0.00008864196,0.0006755149,0.0001409381,0.000008195247,0.0001261823,0.0001890511,0.006081992,0.975565,0.007257447,0.0002516265,0.009260253],"study_design_scores_gemma":[0.00007168871,0.0005381204,0.003398106,0.000009792057,0.00001397083,0.0002004676,0.00003199572,0.04864193,0.9422991,0.001170569,0.003588032,0.00003634421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768083,0.0007604865,0.01855256,0.0001274496,0.00005607091,0.00006578738,0.0001369407,0.0003447826,0.003147597],"genre_scores_gemma":[0.9894806,0.0002905339,0.008869209,0.00002764684,0.00004982481,0.00003173282,0.00007013416,0.00001583232,0.001164512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002066089,"threshold_uncertainty_score":0.005117118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797730325746439,"score_gpt":0.2807655592975331,"score_spread":0.2627882560400687,"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."}}