{"id":"W4296918903","doi":"10.31399/asm.cp.itsc2010p0364","title":"PIV Measurements of Metallic Powders Produced by Liquid Metal Atomization Using de Laval Nozzle","year":2010,"lang":"en","type":"article","venue":"Thermal spray","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Materials science; Particle (ecology); Spray nozzle; Particle image velocimetry; Molten metal; Metal powder; Particle size; Mechanical engineering; Inert gas; Metallurgy; Copper; Metal; Mechanics; Composite material; Chemical engineering; Engineering; Physics","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":[0.0001875977,0.000229883,0.000248688,0.0003539197,0.0002219272,0.0002896034,0.000266948,0.0002934581,0.001017558],"category_scores_gemma":[0.0004056915,0.0001447939,0.0001634658,0.0002350545,0.0003203816,0.0002203604,0.0002383875,0.0003219628,0.0002316807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002801661,"about_ca_system_score_gemma":0.000172918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530512,"about_ca_topic_score_gemma":0.00109041,"domain_scores_codex":[0.9997907,0.00001690348,0.00001222476,0.00004208972,0.00009394778,0.00004407832],"domain_scores_gemma":[0.9997908,0.00006255134,0.00003966809,0.00001633954,0.00007251454,0.00001812746],"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":[0.0001192322,0.00001505998,0.0006677654,0.00002894652,0.000002543955,0.00009995844,0.00008889828,0.0002099214,0.9961911,0.000109448,0.00008484707,0.002382231],"study_design_scores_gemma":[0.00001249365,0.0002426453,0.005056716,0.000005042944,0.000006583358,0.00008141245,0.00008896879,0.004445518,0.9894851,0.00003037241,0.0005376543,0.000007490662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887851,0.0002397928,0.008817228,0.00003758449,0.00002818429,0.000029756,0.0002158937,0.0001976928,0.001648675],"genre_scores_gemma":[0.9929439,0.0001641889,0.005910248,0.00001412253,0.000004421316,0.00001558741,0.0001640523,0.00001890105,0.0007645538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001530512,"threshold_uncertainty_score":0.00340414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587265261021392,"score_gpt":0.223385941803331,"score_spread":0.2075132891931171,"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."}}