{"id":"W4296918970","doi":"10.31399/asm.cp.itsc2010p0625","title":"Effect of Using Liquid Feedstock in a High Pressure Cold Spray Nozzle","year":2010,"lang":"en","type":"article","venue":"Thermal spray","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Spray characteristics; Spray nozzle; Materials science; Mechanics; Evaporation; Injector; Two-phase flow; Agglomerate; Thermodynamics; Flow (mathematics); Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000461016,0.00018642,0.000288706,0.00008735111,0.00002467993,0.00001341889,0.0002547984,0.0001611416,0.0001380702],"category_scores_gemma":[0.00008339673,0.0001777808,0.00005733337,0.0002044352,0.00006115539,0.0001332874,0.00005765846,0.0004102824,0.00003917477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003168633,"about_ca_system_score_gemma":0.00001782287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001062742,"about_ca_topic_score_gemma":0.00009848169,"domain_scores_codex":[0.9990019,0.00006939028,0.0002597219,0.0001578545,0.0001689336,0.0003421693],"domain_scores_gemma":[0.9993264,0.0001403034,0.00003780828,0.0003826342,0.00002081119,0.00009205253],"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":[0.000106432,0.00002452978,0.00375887,0.000093605,0.00003072601,0.000008347352,0.000103615,0.07525501,0.9199575,0.0004415452,0.00001773529,0.0002021383],"study_design_scores_gemma":[0.0008775913,0.0001846564,0.003307388,0.00004573464,0.00004801116,0.000005486865,0.000002492836,0.1506574,0.8440764,0.000006446655,0.0005533198,0.0002350519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973066,0.0001212826,0.00009258614,0.00001130018,0.0006089067,0.00031678,0.00001668844,0.0001483168,0.001377502],"genre_scores_gemma":[0.9991614,0.000001975286,0.0005810204,0.00001089522,0.0001180016,0.00002045154,0.00000170455,0.00005735541,0.00004717196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07588104,"threshold_uncertainty_score":0.7249691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004473141743739298,"score_gpt":0.2253579209831363,"score_spread":0.220884779239397,"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."}}