{"id":"W2334750332","doi":"10.1115/imece2002-33497","title":"The Onset of Gas Entrainment From a Stratified Two-Phase Region Through a Single Side-Oriented Branch","year":2002,"lang":"en","type":"article","venue":"","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Froude number; Mechanics; Sink (geography); Entrainment (biomusicology); Critical point (mathematics); Physics; Mathematics; Geometry; Meteorology; Flow (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008963633,0.000218111,0.0002631876,0.0001655735,0.000198024,0.0001708285,0.0002769038,0.0001861177,0.00056727],"category_scores_gemma":[0.00031262,0.0001305906,0.0002178581,0.00009125212,0.0002823356,0.0003088912,0.0001880173,0.000258581,0.0000717256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003464044,"about_ca_system_score_gemma":0.0003022562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316105,"about_ca_topic_score_gemma":0.0009939764,"domain_scores_codex":[0.9999704,0.000001929085,9.465406e-7,0.000006455797,0.00001102458,0.000009308093],"domain_scores_gemma":[0.999912,0.0000386666,0.00001272149,0.000008279632,0.00001773754,0.00001055028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004374,0.00007757759,0.01185081,0.0001733604,0.00001777713,0.0005716543,0.0002264728,0.1673817,0.802138,0.002856203,0.0001700372,0.01409894],"study_design_scores_gemma":[0.00001374799,0.0002844091,0.008017558,0.000006711286,0.000008171612,0.0001132653,0.00005888236,0.7672096,0.2233543,0.000596497,0.0003232609,0.0000135837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856783,0.00006622927,0.01349167,0.00001384926,0.000002907306,0.000009933732,0.00003102727,0.00006577544,0.0006402226],"genre_scores_gemma":[0.9986926,0.00003280267,0.001099234,0.000001445866,7.992937e-7,0.000004501062,0.0000227459,0.000003851078,0.0001420279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001316105,"threshold_uncertainty_score":0.002616942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0226025785062665,"score_gpt":0.2172784436623227,"score_spread":0.1946758651560562,"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."}}