{"id":"W2955382699","doi":"10.29173/mocs95","title":"Serviceability Performance of Timber Concrete Composite Floors","year":2019,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Serviceability (structure); Structural engineering; Stiffness; Cross laminated timber; Slab; Structural system; Vibration; Engineering; Deflection (physics); Load bearing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009904669,0.0002123414,0.0002981393,0.00009318411,0.00007486381,0.00004933847,0.00008802318,0.0001089838,0.0001173405],"category_scores_gemma":[0.000002766832,0.0001930726,0.00006338939,0.0001714358,0.0001145731,0.0004599088,0.00003944732,0.0001352107,0.00004912896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000346899,"about_ca_system_score_gemma":0.000007919709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001948776,"about_ca_topic_score_gemma":0.000001759089,"domain_scores_codex":[0.9991124,0.000005643749,0.0002692301,0.000241249,0.0001589494,0.000212571],"domain_scores_gemma":[0.9995989,0.00001081652,0.00005969576,0.000118871,0.0001397584,0.00007199065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001038054,0.000007693669,0.9487451,0.001044576,0.0001575722,6.020123e-7,0.0005580133,0.000542892,0.04158597,0.0003452589,0.00009001603,0.006818442],"study_design_scores_gemma":[0.004646176,0.0007906626,0.2320193,0.0006866336,0.0004074024,0.0001366113,0.0017435,0.299622,0.4415957,0.0003357522,0.01634417,0.001672011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928955,0.0005939984,0.00001685709,0.0000290742,0.0002964489,0.0002663725,0.00001114743,0.0001766131,0.005713924],"genre_scores_gemma":[0.9978161,0.0001850417,0.001630164,0.00001881858,0.00004664476,0.00001018424,0.00001270103,0.00002497625,0.0002553966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7167258,"threshold_uncertainty_score":0.7873272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004045594960303004,"score_gpt":0.15727912462704,"score_spread":0.153233529666737,"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."}}