{"id":"W4405910958","doi":"10.33070/etars.4.2024.06","title":"SUPERSONIC COOLING TECHNOLOGY OF GAS TURBINE AIR","year":2024,"lang":"en","type":"article","venue":"Energy Technologies & Resource Saving","topic":"Ranque-Hilsch vortex tube","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gas compressor; Environmental science; Compressed air; Nozzle; Air compressor; Turbine; Airflow; Turboexpander; Combustion; Nuclear engineering; Gas turbines; Supersonic speed; Inlet; Total air temperature; Ram air turbine; Mechanical engineering; Marine engineering; Engineering; Aerospace engineering; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000169077,0.0003142252,0.0002672261,0.000341687,0.0003176968,0.0003839614,0.0005062389,0.000304287,0.002645729],"category_scores_gemma":[0.0001875385,0.0001947077,0.0003435393,0.0002305045,0.0003949216,0.0005719989,0.0003793757,0.0004901878,0.0007684497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004642252,"about_ca_system_score_gemma":0.0003563574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111126,"about_ca_topic_score_gemma":0.001505866,"domain_scores_codex":[0.9997641,0.00002501749,0.00000827675,0.00005016286,0.0001134468,0.00003901829],"domain_scores_gemma":[0.9999263,0.00001069168,0.00001119225,0.00001433109,0.00003198999,0.000005514567],"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":[0.0001524355,0.00003790585,0.0009068428,0.000875561,0.00003051641,0.0002984326,0.0003530177,0.008234068,0.8478133,0.03388296,0.004751202,0.1026638],"study_design_scores_gemma":[0.00003342392,0.0006008464,0.004625981,0.00008308125,0.00005883936,0.0007053902,0.00009898704,0.04413537,0.7904764,0.002120033,0.1570114,0.00005016711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5008727,0.02334836,0.3457182,0.0007474783,0.001654896,0.0002789603,0.0003742082,0.001371406,0.1256337],"genre_scores_gemma":[0.9279969,0.003716388,0.04371968,0.0001548985,0.0001681725,0.0001100044,0.0002840431,0.0001049639,0.02374488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002645729,"threshold_uncertainty_score":0.008850873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004642012843459629,"score_gpt":0.1921973085999143,"score_spread":0.1875552957564547,"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."}}