{"id":"W2969471452","doi":"","title":"Experimental Investigation of Vortex Tubes with Laval Nozzle","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Ranque-Hilsch vortex tube","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nozzle; Vortex; Vortex tube; Physics; Mechanics; Materials science; Mechanical engineering; Engineering","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":[0.0000905688,0.0001294216,0.0001130657,0.00004897788,0.00006851414,0.0001053467,0.0003533698,0.00003383254,0.00002822566],"category_scores_gemma":[0.00002491412,0.00009902007,0.00002188775,0.00002140917,0.0001037871,0.000250297,0.00004759285,0.0001259066,0.000004150407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002066096,"about_ca_system_score_gemma":0.00001665976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007964494,"about_ca_topic_score_gemma":0.000007421866,"domain_scores_codex":[0.9994608,0.000006158569,0.000139802,0.000103826,0.0001726877,0.0001167206],"domain_scores_gemma":[0.9995921,0.00002753626,0.00003379961,0.0002401383,0.00005145395,0.00005496054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001245386,0.0000644362,0.1775123,0.0002879472,0.0009316744,0.00003184851,0.009061867,0.03628576,0.652034,0.1209972,0.001100757,0.001567765],"study_design_scores_gemma":[0.000916498,0.0001089395,0.2801768,0.0002722438,0.00003380529,0.00005807021,0.000195783,0.381799,0.3339159,0.0002494832,0.001820983,0.000452467],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955686,0.0001729425,0.002071902,0.0002011535,0.0003066326,0.00007847825,0.00002144319,0.00008266763,0.00149618],"genre_scores_gemma":[0.9992996,0.00003500391,0.000458105,0.00001622606,0.00008653101,0.000002821886,0.000008039684,0.00002059701,0.00007304599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3455132,"threshold_uncertainty_score":0.4037921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117060132066594,"score_gpt":0.2128780800505375,"score_spread":0.2011720668438781,"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."}}