{"id":"W3015974594","doi":"10.18280/psees.030104","title":"Experimental and Three-Dimensional Investigation on Thermal Performance of a Vortex Tube","year":2019,"lang":"en","type":"article","venue":"Progress in Solar Energy and Engineering Systems","topic":"Ranque-Hilsch vortex tube","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vortex tube; Tube (container); Vortex; Thermal; Mechanics; Materials science; Mechanical engineering; Physics; Engineering; Composite material; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001319547,0.0001718269,0.0002197004,0.0001162909,0.00001790602,0.00002238155,0.00006352916,0.00009902236,0.000003281514],"category_scores_gemma":[0.000002669178,0.0001660395,0.00001814759,0.00009575384,0.00003728567,0.0001628578,0.00002477962,0.0001084406,0.000001678771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000313114,"about_ca_system_score_gemma":0.000006477152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002657312,"about_ca_topic_score_gemma":0.000002169239,"domain_scores_codex":[0.9992337,0.00001245117,0.0002330797,0.0001706762,0.0001559212,0.0001942166],"domain_scores_gemma":[0.9997296,0.00002924066,0.00002752377,0.0001414256,0.00001330422,0.00005891181],"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":[0.00004098597,0.00003530484,0.2049688,0.000915354,0.00008392298,0.000007432183,0.0005375976,0.7277614,0.05994302,0.003069286,0.000009014784,0.002627856],"study_design_scores_gemma":[0.0004485249,0.0001205054,0.04366012,0.0004443958,0.000004322901,0.00001598282,0.0000215875,0.927824,0.02713467,0.000002815975,0.0001121675,0.0002108732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910851,0.008121488,0.00007858568,0.000003512318,0.0003947979,0.0001258895,0.000001959254,0.0001005735,0.00008811517],"genre_scores_gemma":[0.9996434,0.00001933513,0.0001748711,0.000003835941,0.00005043063,0.0000565494,0.000005121221,0.0000351584,0.00001132041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2000626,"threshold_uncertainty_score":0.6770893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006826108262149317,"score_gpt":0.1820900610250919,"score_spread":0.1752639527629425,"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."}}