{"id":"W2140411936","doi":"10.1115/icnmm2011-58031","title":"The Study of Microfilter Performance in Different Environments Using DSMC","year":2011,"lang":"en","type":"article","venue":"","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Knudsen number; Helium; Mach number; Mechanics; Materials science; Nuclear engineering; Physics; Atomic physics; Engineering","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":[0.0005761852,0.0003478664,0.0004481949,0.0005201889,0.0003757609,0.000499979,0.0003838721,0.0005108733,0.0005001232],"category_scores_gemma":[0.001723953,0.0001762952,0.0002847016,0.0005456044,0.0003497891,0.0004134365,0.0002917111,0.0003170865,0.00009419565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005702766,"about_ca_system_score_gemma":0.0004420583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449607,"about_ca_topic_score_gemma":0.002001724,"domain_scores_codex":[0.9996388,0.00005804763,0.00002091204,0.00004501094,0.0001733238,0.00006404219],"domain_scores_gemma":[0.998598,0.0007597058,0.0001134464,0.0001529809,0.0003248746,0.00005092174],"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":[0.000794521,0.0003534373,0.02560811,0.0002646187,0.00007189175,0.0003606334,0.0003878591,0.5606834,0.3689432,0.003729176,0.0005996841,0.03820342],"study_design_scores_gemma":[0.00001262438,0.0001908344,0.004956524,0.000007096601,0.000009392204,0.00005454498,0.00006714063,0.8474658,0.1465812,0.0002792113,0.000353316,0.0000223173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96204,0.0001968755,0.03623354,0.00005660871,0.00001808983,0.00002106343,0.00009051061,0.0003410994,0.001002174],"genre_scores_gemma":[0.9900479,0.00006025727,0.00959838,0.000009038147,0.000001949617,0.00001313652,0.00005276479,0.00002184521,0.0001946296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003449607,"threshold_uncertainty_score":0.006859064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06699647255874595,"score_gpt":0.2652578800967278,"score_spread":0.1982614075379819,"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."}}