{"id":"W2610602836","doi":"","title":"CFD ANALYSIS OF DE-LAVAL NOZZLE","year":2017,"lang":"en","type":"article","venue":"International journal of advance research and innovative ideas in education","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Duct (anatomy); Computational fluid dynamics; Mechanics; Mechanical engineering; Materials science; Engineering; Physics; Anatomy","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":[0.0006155578,0.00004720067,0.000128094,0.001247858,0.00005873912,0.00008521305,0.0003355875,0.00003447929,0.00002039859],"category_scores_gemma":[0.001099502,0.00004432307,0.00002445566,0.000478205,0.0001701489,0.0005313266,0.00003791068,0.0002477899,8.582891e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554591,"about_ca_system_score_gemma":0.0001515278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002787143,"about_ca_topic_score_gemma":0.00003080018,"domain_scores_codex":[0.9992244,0.00002249297,0.0002958244,0.00006004791,0.0002990506,0.00009815714],"domain_scores_gemma":[0.9978034,0.00008179511,0.0001794921,0.0001138075,0.001797135,0.00002433877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001667711,0.0004691709,0.3806848,0.00004775694,0.00127579,0.00002281958,0.001455821,0.009515329,0.05711628,0.1977769,0.005166121,0.3463025],"study_design_scores_gemma":[0.0004937603,0.0001222799,0.8497739,0.0002507392,0.00001507011,0.00001795589,0.001592503,0.004726734,0.03854246,0.09896649,0.0053765,0.000121643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914538,0.0003911499,0.004048219,0.00124663,0.000359292,0.00004013713,0.000006850496,0.000007562103,0.002446341],"genre_scores_gemma":[0.9948254,0.001020814,0.003982628,0.00001234726,0.00007719141,0.00000527709,0.000005555637,0.000004123366,0.000066671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4690891,"threshold_uncertainty_score":0.1807442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871732894495886,"score_gpt":0.4228783895339034,"score_spread":0.3941610605889446,"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."}}