{"id":"W1995911611","doi":"10.1520/jai12922","title":"Flight Line Variability in Rotary Atomizer Drop Size Distribution","year":2005,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Forest Protection Limited (Canada)","funders":"","keywords":"Drop (telecommunication); Materials science; Line (geometry); Mechanics; Environmental science; Mechanical engineering; Engineering; Physics; Geometry; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005534031,0.00008337694,0.0001552438,0.00005124357,0.00001121161,0.00002432667,0.0001599543,0.00005728372,0.0005808473],"category_scores_gemma":[0.0001095673,0.00007321943,0.0001024988,0.0000676303,0.0000129306,0.0002335154,0.00001101683,0.0002693326,0.00001778305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002990333,"about_ca_system_score_gemma":0.00002745503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003562002,"about_ca_topic_score_gemma":0.00001797094,"domain_scores_codex":[0.9989939,0.00002696684,0.0005425789,0.00006552468,0.0002650094,0.0001060122],"domain_scores_gemma":[0.9995785,0.0001189287,0.00003533508,0.00006770056,0.0001466577,0.00005285451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001180248,0.001678387,0.08684945,0.0001136346,0.0009532645,0.0002562506,0.0009927042,0.6945389,0.06060333,0.04198565,0.02234954,0.08849864],"study_design_scores_gemma":[0.002004928,0.00005104755,0.1543098,0.00005984574,0.00001579235,0.0001243326,0.000008652504,0.805233,0.001478247,0.001340912,0.03521328,0.0001601336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8684849,0.00006997744,0.1249253,0.002615307,0.001065288,0.00005499461,0.00006734658,0.000016848,0.002700043],"genre_scores_gemma":[0.9969072,0.00006860757,0.002246544,0.00005201841,0.0006169144,0.00000131175,0.00001771553,0.000009497159,0.00008013037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1284223,"threshold_uncertainty_score":0.6359871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003197831343005981,"score_gpt":0.2061034131464526,"score_spread":0.2029055818034467,"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."}}