{"id":"W4399080680","doi":"10.2139/ssrn.4844787","title":"Two-Phase Flow Propreties for Air Sheets Injected from Rectangular Slots in High-Velocity Crossflow","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Mechanics; Flow (mathematics); Phase (matter); Materials science; Two-phase flow; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003072807,0.0004268145,0.000326754,0.0007303175,0.0003868966,0.0008369424,0.0003374382,0.0005584916,0.003961141],"category_scores_gemma":[0.001133162,0.0001814143,0.0003561883,0.0003371568,0.0007687419,0.0009222865,0.0006545169,0.000745739,0.0002929354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003855524,"about_ca_system_score_gemma":0.0003141905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009838884,"about_ca_topic_score_gemma":0.0004690646,"domain_scores_codex":[0.9999117,0.00001846612,0.00000410088,0.00001572778,0.00002852809,0.00002155727],"domain_scores_gemma":[0.9995111,0.0002557523,0.00007397337,0.00002682272,0.00008392936,0.00004843664],"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":[0.00443378,0.0006222769,0.01057137,0.0006481711,0.00009701407,0.002391723,0.0009570628,0.432039,0.462942,0.04515411,0.001665912,0.0384776],"study_design_scores_gemma":[0.0001432534,0.0005524837,0.006441641,0.00003157944,0.00002105477,0.0002353207,0.0002126931,0.901904,0.08494511,0.004647844,0.0008111439,0.00005380154],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966976,0.0002882642,0.02257473,0.0001439692,0.00007126002,0.00004974908,0.0001686909,0.0002001617,0.009527154],"genre_scores_gemma":[0.995323,0.00008586726,0.001378198,0.00001333289,0.00001071915,0.00001326628,0.00008742184,0.00004558289,0.003042735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003961141,"threshold_uncertainty_score":0.01325136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005608508341183504,"score_gpt":0.2343059318826158,"score_spread":0.2286974235414323,"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."}}