{"id":"W1491560064","doi":"10.1061/(asce)0733-9429(2006)132:8(873)","title":"Review of Turbulent Jets and Plumes—A Lagrangian Approach by Joseph H. W. Lee and Vincent H. ChuTurbulent Jets and Plumes—A Lagrangian ApproachKluwer Academic Publishers$135","year":2006,"lang":"en","type":"article","venue":"Journal of Hydraulic Engineering","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Turbulence; Lagrangian; Mechanics; Reynolds number; Physics; Classical mechanics; Mathematics; Theoretical physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007024627,0.0005610699,0.001014348,0.0003560739,0.00007143739,0.0001290008,0.0003294913,0.0003202243,0.00002033896],"category_scores_gemma":[0.00009700168,0.000487219,0.0001893421,0.0003272892,0.0000988325,0.0007374989,0.00008899883,0.00101961,8.950515e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481482,"about_ca_system_score_gemma":0.00003239146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003944226,"about_ca_topic_score_gemma":0.000003525161,"domain_scores_codex":[0.9972504,0.00005156151,0.001173544,0.0003648129,0.0005598073,0.0005998368],"domain_scores_gemma":[0.9988227,0.00009376169,0.0002939639,0.0002844087,0.0001035462,0.0004016089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003005427,0.0008004388,0.005956554,0.1094378,0.00406959,0.0004795081,0.01044893,0.3195356,0.1084173,0.002518436,0.3154534,0.1225819],"study_design_scores_gemma":[0.009898094,0.0008125408,0.03164706,0.01970824,0.001714115,0.007689786,0.0008547387,0.2759309,0.01149823,0.0004609366,0.6349699,0.004815445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5515118,0.43966,0.005139081,0.0009415257,0.0004990204,0.0006283433,0.0000272907,0.0001590152,0.001433946],"genre_scores_gemma":[0.966574,0.02977954,0.002808751,0.0002525162,0.0004022077,0.00001320276,0.0000231231,0.0001013473,0.00004537896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4150621,"threshold_uncertainty_score":0.9997579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004555613025392294,"score_gpt":0.189287560184639,"score_spread":0.1847319471592467,"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."}}