{"id":"W4401367168","doi":"10.1201/9781003323037-48","title":"Laboratory study of density-driven streamwise orientated vortices at a symmetric confluence","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confluence; Tributary; Vortex; Front (military); Flow (mathematics); Mechanics; Geometry; Geology; Mixing (physics); Physics; Meteorology; Mathematics; Geography","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":[0.0001038296,0.0001586672,0.0002359072,0.0001146026,0.0004968674,0.000446579,0.000468473,0.0002541011,0.0006190145],"category_scores_gemma":[0.0001418743,0.0001176799,0.0001241284,0.0001553364,0.0005300955,0.0002230414,0.00039001,0.0004628451,0.0001323117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007362296,"about_ca_system_score_gemma":0.0006738642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0174074,"about_ca_topic_score_gemma":0.01761141,"domain_scores_codex":[0.9999267,0.000007052124,0.000001954569,0.00002372186,0.00002280517,0.00001781218],"domain_scores_gemma":[0.9999017,0.00001709566,0.00001858873,0.00001176815,0.00002050429,0.00003035929],"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":[0.0002220981,0.001064072,0.01726369,0.0001036825,0.00002254882,0.0009941827,0.0004845374,0.05138998,0.9039835,0.009031862,0.002795655,0.01264421],"study_design_scores_gemma":[0.0002372622,0.003150539,0.0540191,0.0000368326,0.00004495132,0.0003146826,0.001223981,0.6085066,0.3230001,0.003238794,0.006106618,0.00012047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939137,0.00007448585,0.002712569,0.0000654674,0.00000848489,0.0000242113,0.0001356907,0.00006355958,0.00300177],"genre_scores_gemma":[0.9966094,0.0001036834,0.001600639,0.00001503436,0.000004275159,0.0000279143,0.0001203386,0.000006142271,0.001512524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0174074,"threshold_uncertainty_score":0.03461218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029168366440488,"score_gpt":0.22499913306802,"score_spread":0.2147074494036151,"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."}}