{"id":"W7016032881","doi":"","title":"Vibration Serviceability of Long Span Slender Floors","year":2022,"lang":"en","type":"dissertation","venue":"Open University of Cape Town (University of Cape Town)","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serviceability (structure); Vibration; Truss; Girder; Natural frequency; Stiffness; Reinforced concrete; Deflection (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002916977,0.000318502,0.0002139906,0.0005587275,0.0002569298,0.0003461475,0.000223804,0.0002558842,0.003359528],"category_scores_gemma":[0.0006250157,0.0001338271,0.0002561688,0.000188811,0.0003097095,0.0002338797,0.0004303185,0.0002787561,0.0004623386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762682,"about_ca_system_score_gemma":0.0001911838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248245,"about_ca_topic_score_gemma":0.002467105,"domain_scores_codex":[0.9997178,0.00002475055,0.00001263028,0.00003676044,0.0001564775,0.00005161258],"domain_scores_gemma":[0.9995672,0.0001023431,0.00009058057,0.00003983244,0.0001330128,0.00006701093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009283365,0.0001909356,0.06416342,0.0006237872,0.00005668167,0.002086692,0.001583689,0.03165668,0.7165592,0.001033436,0.001005699,0.1801113],"study_design_scores_gemma":[0.00004646209,0.004489006,0.7444844,0.0002028332,0.000143879,0.003772895,0.004418633,0.04990277,0.1805454,0.002115893,0.009746268,0.0001314058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899645,0.0003216552,0.006998395,0.00002318036,0.00002858644,0.00001367549,0.00009315468,0.00006472154,0.002492168],"genre_scores_gemma":[0.9973499,0.00007462527,0.001160116,0.000008562862,0.000005287221,0.000005174406,0.00007789971,0.00001592435,0.001302628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003359528,"threshold_uncertainty_score":0.01123875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007940996453458771,"score_gpt":0.1956935266459617,"score_spread":0.1877525301925029,"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."}}