{"id":"W2811052603","doi":"10.1007/978-981-10-7542-1_46","title":"Experimental Investigation of Flat Plates with Transverse Perforations at Zero Incidence","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in mechanical engineering","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Trailing edge; Particle image velocimetry; Vortex shedding; Transverse plane; Boundary layer; Materials science; Perforation; Inflow; Mechanics; Flow (mathematics); Vortex; Optics; Reynolds number; Geometry; Physics; Composite material; Structural engineering; Mathematics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003977294,0.0007076777,0.0004881642,0.000465264,0.000543794,0.0004293855,0.0008565835,0.0008202333,0.004031608],"category_scores_gemma":[0.001368113,0.0005791862,0.0003083701,0.0005594784,0.001252141,0.0006296068,0.0007127462,0.0005593126,0.00070878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002233831,"about_ca_system_score_gemma":0.0002948764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007014063,"about_ca_topic_score_gemma":0.0005164527,"domain_scores_codex":[0.9994802,0.00005353117,0.00001943738,0.00009344687,0.0002298632,0.0001236252],"domain_scores_gemma":[0.9979333,0.000798552,0.0002641735,0.0004013038,0.0005031457,0.00009954237],"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":[0.001104592,0.0001820352,0.0009789886,0.0001585417,0.00001417921,0.0002998593,0.0001939071,0.002164627,0.9919311,0.0003474835,0.000174558,0.002450115],"study_design_scores_gemma":[0.00009572052,0.003309583,0.01323204,0.00003204897,0.00005067695,0.0004404509,0.0006119194,0.007317109,0.9738438,0.0001924399,0.0008324751,0.00004158051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946206,0.0001941581,0.00223902,0.0000294311,0.00002926084,0.00002148453,0.0001920759,0.00007006476,0.002603819],"genre_scores_gemma":[0.9970445,0.0001446127,0.001218618,0.000008939302,0.000009239219,0.00001335526,0.0001196602,0.00001751249,0.001423484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004031608,"threshold_uncertainty_score":0.01348704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007750684547774127,"score_gpt":0.192635502191072,"score_spread":0.1848848176432979,"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."}}