{"id":"W2623010123","doi":"10.32964/tj12.5.21","title":"Effects of flashing on spray characteristics of splashplate nozzles","year":2013,"lang":"en","type":"article","venue":"TAPPI Journal","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Flashing; Nozzle; Spray characteristics; Spray nozzle; Mass flow rate; Materials science; Mechanics; Environmental science; Chemistry; Composite material; Engineering; Metallurgy; Mechanical engineering; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003368852,0.0003471992,0.0004260935,0.000303479,0.0002360278,0.0004253284,0.0002608302,0.0003097449,0.001489699],"category_scores_gemma":[0.001689575,0.0002528871,0.0002944323,0.000247388,0.0003394475,0.0004162831,0.0002477943,0.0003586795,0.0001361983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004228034,"about_ca_system_score_gemma":0.0002820341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261705,"about_ca_topic_score_gemma":0.001130358,"domain_scores_codex":[0.9997908,0.00001996658,0.00001957561,0.00004500388,0.00008077502,0.00004385806],"domain_scores_gemma":[0.9990351,0.0005280881,0.0001227087,0.0000542391,0.0001841545,0.00007576441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004845576,0.00002737113,0.003738098,0.0001251814,0.0000212142,0.0004062635,0.0001860064,0.001775783,0.9863307,0.00003833275,0.00003946133,0.006826987],"study_design_scores_gemma":[0.0000326104,0.001167337,0.04104897,0.00001529005,0.00003948625,0.0003232786,0.0001904478,0.004672178,0.9519516,0.00005209731,0.0004817543,0.00002502454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997943,0.0003097354,0.001256174,0.0000144092,0.000007000152,0.00001958406,0.00008911144,0.00003962106,0.0003214077],"genre_scores_gemma":[0.9984054,0.0002273833,0.0009213511,0.00001872443,0.000003174272,0.000009044883,0.0001121954,0.0000236172,0.0002790827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001489699,"threshold_uncertainty_score":0.004983544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002419309264971875,"score_gpt":0.1596161480697144,"score_spread":0.1571968388047425,"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."}}