{"id":"W2770998296","doi":"10.1515/johh-2017-0025","title":"Effect of transverse perforations on fluid loading on a long, slender plate at zero incidence","year":2017,"lang":"en","type":"article","venue":"Journal of Hydrology and Hydromechanics","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Strouhal number; Vortex shedding; Drag coefficient; Transverse plane; Mechanics; Reynolds number; Lift coefficient; Wake; Materials science; Perforation; Drag; Lift (data mining); Physics; Structural engineering; Composite material; Engineering; Turbulence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004945542,0.0001363405,0.0003372155,0.0002139188,0.0002368178,0.00002638473,0.0001720436,0.0001342419,0.00006209586],"category_scores_gemma":[0.00006112894,0.0001130197,0.0001307828,0.00004534832,0.00004206135,0.0001749469,0.00002223467,0.0002569113,0.00001009128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004197945,"about_ca_system_score_gemma":0.00001125756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002475281,"about_ca_topic_score_gemma":0.00002198442,"domain_scores_codex":[0.9992378,0.00004886197,0.000320829,0.0001013834,0.0001519895,0.00013913],"domain_scores_gemma":[0.9993543,0.0001128401,0.0002001239,0.0002189832,0.00003415236,0.00007961644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001528772,0.0001334525,0.001847157,0.0002520162,0.001063282,0.0003133691,0.0008619888,0.8141488,0.1662866,0.008619523,0.0005877337,0.004357263],"study_design_scores_gemma":[0.0009210644,0.001910123,0.0002608042,0.00006421769,0.0001669054,0.0001302051,0.000003682999,0.9597986,0.03600519,0.0005428863,0.00007969674,0.0001166482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866956,0.0001179003,0.01233044,0.0001702995,0.0002726991,0.00005653429,0.000005827964,0.0000107766,0.0003399232],"genre_scores_gemma":[0.9993275,0.000437605,0.00007748165,0.00004773735,0.0000326141,0.000001315257,0.000001982227,0.00001417496,0.00005962127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1456497,"threshold_uncertainty_score":0.4608808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006957111384581214,"score_gpt":0.2377912921317097,"score_spread":0.2308341807471285,"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."}}