{"id":"W4311139155","doi":"10.1016/j.jfluidstructs.2022.103794","title":"Experimental investigation of surface pressures, velocities, and dynamic structural analysis of tornadic winds on a luminary pole","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University; McGill University; Western University","funders":"Canada Foundation for Innovation","keywords":"Tornado; Engineering; RADIUS; Structural engineering; Meteorology; Physics","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":[0.0001828114,0.0002674387,0.0002321495,0.0002285067,0.0009568553,0.0002787011,0.0003683081,0.0004085047,0.002704566],"category_scores_gemma":[0.0005579165,0.0002196072,0.0001430816,0.0002421086,0.0007204442,0.0002765392,0.000259646,0.0004399409,0.0002051266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223364,"about_ca_system_score_gemma":0.0002881198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003999338,"about_ca_topic_score_gemma":0.005358724,"domain_scores_codex":[0.9998692,0.00001812345,0.000005568069,0.00002864973,0.00004012291,0.00003819379],"domain_scores_gemma":[0.9996694,0.0001205185,0.00003570663,0.00004496997,0.00009731725,0.00003195665],"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":[0.002728794,0.0008670902,0.03809671,0.0001129966,0.00002635881,0.0006535734,0.0008580641,0.003596646,0.9420245,0.0004601775,0.0003972373,0.01017771],"study_design_scores_gemma":[0.0004161738,0.006278493,0.4261079,0.00003295544,0.00008694052,0.0005429551,0.002918877,0.0233987,0.5360426,0.00036238,0.003747773,0.00006424184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982904,0.00001471676,0.000379496,0.00001297941,0.000006368905,0.0000140083,0.0001475131,0.00001084955,0.001123598],"genre_scores_gemma":[0.999208,0.00002157786,0.0002726596,0.00000496822,0.0000031795,0.00000915947,0.0001015662,0.000003835451,0.0003749351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003999338,"threshold_uncertainty_score":0.009047627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006817242643707048,"score_gpt":0.2268017618204698,"score_spread":0.2199845191767627,"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."}}