{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000260775,0.0001545089,0.0003288346,0.0004901355,0.00005673799,0.0000131437,0.00007730888,0.0002290463,0.00001875286],"category_scores_gemma":[0.0001010557,0.0001532082,0.00005734788,0.0004638707,0.0001050493,0.00002569288,0.0000170793,0.0001544267,5.699278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000774596,"about_ca_system_score_gemma":0.00003187234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005609764,"about_ca_topic_score_gemma":0.0003743141,"domain_scores_codex":[0.9989797,0.00003285874,0.0002369286,0.0003183492,0.00003912722,0.000393048],"domain_scores_gemma":[0.9994943,0.000226405,0.00001478576,0.0002081866,0.00003020657,0.00002616215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001214599,0.0003132532,0.01332914,0.0001682361,0.0005442341,0.000006730598,0.0005833858,0.003315124,0.2662943,0.6981875,0.00002434704,0.01711226],"study_design_scores_gemma":[0.003263822,0.0005230311,0.0007186321,0.00002618442,0.0005807315,0.00005378995,0.0001801682,0.1123709,0.04970628,0.826569,0.005477455,0.0005301046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869542,0.001561495,0.1280841,0.00037762,0.00001415744,0.0003191234,0.00001035526,0.00005459687,0.0000364917],"genre_scores_gemma":[0.9860142,0.00008443173,0.01371392,0.00003358068,0.000004081835,0.00004106452,0.000007557891,0.0000224937,0.00007864386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.216588,"threshold_uncertainty_score":0.624765,"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."}}