{"id":"W4407924142","doi":"10.1061/jsendh.steng-13972","title":"Vibration Performance of Mass Timber Slab Floors with Glulam Beam Supports","year":2025,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Northern British Columbia","funders":"","keywords":"Structural engineering; Slab; Beam (structure); Vibration; Materials science; Engineering; Acoustics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003835699,0.0004767115,0.0003095911,0.0003774691,0.0002430817,0.0002640052,0.0003736177,0.000365972,0.002154693],"category_scores_gemma":[0.0007205118,0.0001858644,0.0002953055,0.0001884404,0.0003072968,0.0002211242,0.0003691878,0.0002306624,0.000532498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370531,"about_ca_system_score_gemma":0.000153054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047606,"about_ca_topic_score_gemma":0.002343968,"domain_scores_codex":[0.9996791,0.00003247946,0.00001937482,0.00005306334,0.0001585507,0.00005744265],"domain_scores_gemma":[0.9995516,0.0001452585,0.0000574722,0.00005961847,0.000122314,0.00006371289],"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":[0.0009932884,0.0001002775,0.0112616,0.0002074504,0.00002796622,0.000357243,0.0003951582,0.01446458,0.9370431,0.0001822716,0.0002805078,0.03468654],"study_design_scores_gemma":[0.00007435991,0.005831346,0.1762981,0.0001161624,0.0001495391,0.0004836509,0.001548348,0.09746353,0.7151328,0.0003307383,0.002470572,0.0001009226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978145,0.00007610992,0.00160899,0.000005498807,0.00001020123,0.000003440396,0.00003946009,0.00003795683,0.0004038425],"genre_scores_gemma":[0.998606,0.00003857844,0.0008434959,0.000004227179,0.000001697089,0.000003521303,0.00005298622,0.000005929657,0.0004435085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002154693,"threshold_uncertainty_score":0.007208228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001949947471719539,"score_gpt":0.176370902783837,"score_spread":0.1744209553121175,"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."}}