{"id":"W2383468141","doi":"","title":"Effect of atomizer structures on gas flow field in supersonic atomization","year":2014,"lang":"en","type":"article","venue":"Materials Science and Engineering of Powder Metallurgy","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Materials science; Tube (container); Supersonic speed; Mechanics; Flow (mathematics); Injector; Aerodynamics; Static pressure; Composite material; Mechanical engineering; Physics; Engineering","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":[0.000172012,0.0002223557,0.0002275368,0.0001981026,0.0002852235,0.0003691236,0.0002566754,0.0002749696,0.001002003],"category_scores_gemma":[0.0005541761,0.0001957902,0.0001752299,0.0001528775,0.000402452,0.0004445899,0.0002648053,0.0002570498,0.0001254121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004299753,"about_ca_system_score_gemma":0.0003914749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00182568,"about_ca_topic_score_gemma":0.001979423,"domain_scores_codex":[0.9998715,0.00001054969,0.000004774866,0.00002964755,0.00004176416,0.00004179822],"domain_scores_gemma":[0.999867,0.00005659995,0.00002690094,0.000009567048,0.00002640806,0.00001343983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004116794,0.00004872125,0.004133015,0.00009951465,0.00001297426,0.0002475902,0.0001469252,0.0214415,0.9636301,0.001232838,0.000174586,0.008420534],"study_design_scores_gemma":[0.00005334038,0.00058404,0.01280045,0.00001247358,0.00003098918,0.0001131048,0.0001815443,0.1287987,0.8556577,0.0002548445,0.001483364,0.00002946157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952071,0.0001512166,0.003500963,0.00002452326,0.000006985477,0.00001065203,0.00004061668,0.00006763668,0.0009902347],"genre_scores_gemma":[0.9981539,0.00009942357,0.001496878,0.000007251234,0.000001506612,0.000005743895,0.00004390057,0.00001133985,0.0001799933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00182568,"threshold_uncertainty_score":0.003630102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002590450064396572,"score_gpt":0.1854915612645484,"score_spread":0.1829011112001519,"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."}}