{"id":"W2084176104","doi":"10.1002/cjce.5450820126","title":"Process Design Aspects of Jet Mixers","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Nozzle; Impeller; Jet (fluid); Mechanics; Mixing (physics); Range (aeronautics); Materials science; Work (physics); Computational fluid dynamics; Mechanical engineering; Environmental science; Physics; Engineering; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002157365,0.0005629867,0.0005873367,0.0004654706,0.0004616538,0.001666474,0.0006466139,0.0005825709,0.00122692],"category_scores_gemma":[0.002218159,0.0004209302,0.0004586343,0.0004659911,0.000312682,0.0009288273,0.0003283266,0.0007377972,0.0005693343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004708084,"about_ca_system_score_gemma":0.000545073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001772089,"about_ca_topic_score_gemma":0.0003221157,"domain_scores_codex":[0.9988945,0.000198343,0.00008223093,0.0001281805,0.0006260215,0.0000707713],"domain_scores_gemma":[0.999123,0.0003375837,0.0002059,0.00007033932,0.0002221211,0.0000409735],"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":[0.0005229947,0.0001287461,0.001231161,0.0006971488,0.00002908939,0.0002305579,0.0001086329,0.01320046,0.9340016,0.005116383,0.0002399543,0.04449345],"study_design_scores_gemma":[0.0001555158,0.001356599,0.002877655,0.00004524131,0.00008314733,0.0005057732,0.00004686338,0.04163696,0.9349827,0.002349986,0.01591984,0.00003980521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2969775,0.008398846,0.6836568,0.00043097,0.0003793643,0.0005014809,0.0003021595,0.0007317915,0.008621107],"genre_scores_gemma":[0.8094835,0.003023708,0.1820798,0.0001412094,0.0001485632,0.0002096103,0.000325329,0.0001326585,0.00445561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002157365,"threshold_uncertainty_score":0.01140934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006186479025331158,"score_gpt":0.168790891757658,"score_spread":0.1626044127323268,"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."}}