{"id":"W2082293699","doi":"10.1252/jcej.11we031","title":"Influence of Cavitation on Ethanol Enrichment in an Ultrasonic Atomization System","year":2011,"lang":"en","type":"article","venue":"JOURNAL OF CHEMICAL ENGINEERING OF JAPAN","topic":"Electrohydrodynamics and Fluid Dynamics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Mist; Ethanol; Chemistry; Cavitation; Ultrasonic sensor; Alcohol; Analytical Chemistry (journal); Chromatography; Thermodynamics; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002443323,0.0002564745,0.0003100138,0.0001687341,0.0001987822,0.0003059956,0.0002456923,0.0002392861,0.0006852112],"category_scores_gemma":[0.0007328906,0.0002326227,0.0001414432,0.0001540514,0.0002805852,0.0002970358,0.0002934453,0.0002876971,0.0002075355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003702895,"about_ca_system_score_gemma":0.0002835988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200961,"about_ca_topic_score_gemma":0.002152079,"domain_scores_codex":[0.999742,0.00004106063,0.00001674529,0.00004445034,0.0000915305,0.00006417003],"domain_scores_gemma":[0.9996406,0.0001895378,0.00005541643,0.00001707452,0.00007201224,0.00002537326],"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":[0.0001169832,0.000008186708,0.0003651327,0.00002913267,0.000003874695,0.00004674414,0.00002554939,0.0001880999,0.9978097,0.00001931897,0.00001204563,0.001375267],"study_design_scores_gemma":[0.000009067748,0.000157104,0.00152692,0.00000243506,0.00001313128,0.00003565554,0.00001786861,0.002072121,0.9958504,0.00001118496,0.0002997112,0.000004361821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954424,0.0003318951,0.003629327,0.0000406455,0.000006573741,0.00001529822,0.0000299166,0.000046934,0.0004570568],"genre_scores_gemma":[0.9966455,0.0003175765,0.00237984,0.00002723373,0.000005554395,0.00001386813,0.00006152263,0.00001859786,0.0005302968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00200961,"threshold_uncertainty_score":0.003995895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005042938517076641,"score_gpt":0.1894439362012187,"score_spread":0.184400997684142,"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."}}