{"id":"W3005717074","doi":"10.1177/1369433220904013","title":"Human-induced vibration of cold-formed steel floor systems: Parametric studies","year":2020,"lang":"en","type":"article","venue":"Advances in Structural Engineering","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Serviceability (structure); Vibration; Structural engineering; Parametric statistics; Engineering; Acoustics; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006398546,0.0002857887,0.0005292112,0.000294825,0.00003563445,0.00002856021,0.0002008138,0.00008530493,0.00001014042],"category_scores_gemma":[0.0001416604,0.0002714662,0.00008399106,0.001188,0.00002554517,0.0006237076,0.00003101461,0.000226843,0.000002826134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196577,"about_ca_system_score_gemma":0.000007506993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008782172,"about_ca_topic_score_gemma":0.000004533603,"domain_scores_codex":[0.9986221,0.00001342889,0.0005978716,0.0002257954,0.000257398,0.0002834293],"domain_scores_gemma":[0.9995258,0.00006660418,0.00007728382,0.0001670906,0.00006561795,0.00009755101],"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":[0.000003009631,8.70073e-7,0.00008320218,0.0005795349,0.00007092599,0.00000307027,0.0002318913,0.9460834,0.04920465,0.002339958,0.000005258238,0.001394248],"study_design_scores_gemma":[0.0004240911,0.00005320487,0.001892555,0.00009848059,0.00002904991,0.000003640024,0.000459355,0.9721611,0.02430546,0.00002860304,0.00020882,0.0003356847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560779,0.01217496,0.02968698,0.00002839575,0.0009671635,0.0002968308,0.00001480098,0.0006104832,0.000142445],"genre_scores_gemma":[0.99775,0.0002638544,0.001766563,0.00001336346,0.0001213084,0.00002837801,0.000009941289,0.00004062054,0.000006010074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04167202,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217746575954428,"score_gpt":0.276677032021804,"score_spread":0.2549023744263613,"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."}}