{"id":"W2368793826","doi":"","title":"Novel Gas Atomization Device for Preparing Ultra Fine Metal Powder","year":2008,"lang":"en","type":"article","venue":"Rejiagong gongyi","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Materials science; Jet (fluid); Electric field; Powder metallurgy; Dispersion (optics); Tin; Granularity; Analytical Chemistry (journal); Metallurgy; Sintering; Optics; Chemistry; Mechanical engineering; Chromatography; Mechanics","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":[0.000122121,0.0002177952,0.000244761,0.0001074952,0.0001401773,0.0000274264,0.0001606828,0.000123812,0.000009677651],"category_scores_gemma":[0.0000522932,0.0002342905,0.0001230512,0.0002585016,0.00002743184,0.0001907094,0.00001779199,0.0001466479,0.00001684796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001262351,"about_ca_system_score_gemma":0.00003056291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001513793,"about_ca_topic_score_gemma":0.00008419552,"domain_scores_codex":[0.9988882,0.000007411746,0.0002956146,0.000257321,0.0001438966,0.0004075571],"domain_scores_gemma":[0.999445,0.00007819276,0.00004233835,0.0002725558,0.00007769042,0.00008420288],"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":[0.00004031908,0.0001121619,0.0009289003,0.0002075601,0.0002715172,0.000008491358,0.0004017243,0.2931583,0.6944923,0.005719007,0.001448218,0.003211456],"study_design_scores_gemma":[0.0007236775,0.00004154939,0.0006910957,0.00002102105,0.00004890905,0.0001232135,0.000005390977,0.9778546,0.01763535,0.0001934737,0.002312192,0.0003494965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7958715,0.0003705553,0.1983165,0.00004049359,0.0003186669,0.0003755163,0.0000382906,0.0004632383,0.004205253],"genre_scores_gemma":[0.9915775,0.0001864804,0.007164508,0.00003302198,0.0001581239,0.00005674933,0.0001618076,0.00009582625,0.0005660047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6846963,"threshold_uncertainty_score":0.9554091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021151221769831,"score_gpt":0.2113866268212072,"score_spread":0.2011751146035089,"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."}}