{"id":"W1997122920","doi":"10.4028/www.scientific.net/amr.291-294.741","title":"A Study on Novel Gas Atomization Device for Preparing Ultra Fine Metal Powder","year":2011,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Nozzle; Jet (fluid); Particle size; Dispersion (optics); Granularity; Electric field; Particle-size distribution; Particle (ecology); Powder metallurgy; Tin; Spectrum analyzer; Analytical Chemistry (journal); Metallurgy; Chemical engineering; Sintering; Mechanical engineering; Optics; Mechanics; Chemistry; Chromatography","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":[0.0001785304,0.000243263,0.0002702871,0.0001589947,0.0002304228,0.000284886,0.0005304564,0.0003404015,0.0009071749],"category_scores_gemma":[0.0001897702,0.0001731658,0.0002224547,0.0001375801,0.0001756072,0.00058531,0.0002052367,0.0002414696,0.0002409907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003004742,"about_ca_system_score_gemma":0.0002521682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003368248,"about_ca_topic_score_gemma":0.0003368402,"domain_scores_codex":[0.9997912,0.00001427397,0.00001055355,0.00006097895,0.00009871466,0.00002427949],"domain_scores_gemma":[0.9999224,0.00002114562,0.00001620552,0.00001155795,0.00002013276,0.000008539954],"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":[0.00004541413,0.00003423778,0.0005785844,0.0001389703,0.000007803898,0.00009853379,0.00006331266,0.0001626245,0.9890682,0.001242149,0.0001907608,0.008369396],"study_design_scores_gemma":[0.0000498643,0.0005393412,0.002409399,0.000009344044,0.00002539519,0.0005036948,0.0000431282,0.007663486,0.9770746,0.0001457241,0.01151853,0.00001747046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993927,0.003053173,0.0913997,0.0003410375,0.0001616178,0.0001488568,0.0001676851,0.0004084013,0.00492686],"genre_scores_gemma":[0.903423,0.001504363,0.09089312,0.0001062705,0.00006093993,0.0001058535,0.0002479155,0.00003518145,0.00362346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009071749,"threshold_uncertainty_score":0.00303483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0575112904665819,"score_gpt":0.3341246191845173,"score_spread":0.2766133287179354,"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."}}