{"id":"W6996890104","doi":"","title":"Study of Fluid-structure Interactions of Communication Antennas","year":2011,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerodynamics; Antenna (radio); Vibration; Finite element method; Aerodynamic force; Wind engineering; Current (fluid); Directional antenna","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000003453601,0.0001584307,0.0003220519,0.00004653269,0.00005189435,0.000005284931,0.0001911555,0.00003201518,0.00006830168],"category_scores_gemma":[0.000001683365,0.0001479812,0.00003099777,0.00009503002,0.00001877817,0.0001687957,0.00002835275,0.000128461,2.853175e-10],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000039338,"about_ca_system_score_gemma":0.000172365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004657247,"about_ca_topic_score_gemma":0.1799443,"domain_scores_codex":[0.9988074,0.0000307726,0.0004004263,0.0001089912,0.0005629627,0.00008943742],"domain_scores_gemma":[0.9994065,0.00005973503,0.0002488344,0.0002289781,0.0000021482,0.00005387563],"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":[0.003092047,0.0005266745,0.09689973,0.006711264,0.007239091,0.00005364987,0.01935007,0.09277955,0.6537212,0.05096685,0.002880664,0.06577917],"study_design_scores_gemma":[0.0008355201,0.0002113305,0.3714586,0.0007643601,0.000579834,0.000004851308,0.05625582,0.02856647,0.53847,0.00120672,0.000900687,0.0007457287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520074,0.0004481976,0.00001469527,0.0000202609,0.0002173942,0.000161302,0.0001910672,0.000007589138,0.04693216],"genre_scores_gemma":[0.9973285,0.0003039988,0.0003690938,0.0000109238,0.00001220578,0.000003472894,0.0001636964,0.00001963856,0.001788428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2745589,"threshold_uncertainty_score":0.8350195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003712718927157286,"score_gpt":0.1535434596060704,"score_spread":0.1498307406789131,"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."}}