{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003900026,0.0003486599,0.0002222071,0.0006604437,0.0003008787,0.0002772263,0.0002814646,0.0002624622,0.00363533],"category_scores_gemma":[0.0006030426,0.000143467,0.0002614036,0.0003317521,0.0002702644,0.000290932,0.0004007937,0.0002904936,0.0007553736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003121411,"about_ca_system_score_gemma":0.0001890235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003900278,"about_ca_topic_score_gemma":0.009430582,"domain_scores_codex":[0.9996865,0.00002279217,0.00001656275,0.00005205823,0.0001550746,0.00006711922],"domain_scores_gemma":[0.9995182,0.00006566492,0.00005382506,0.00004226409,0.0002103758,0.0001096771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009294488,0.0001745147,0.02419148,0.0001148287,0.00002503111,0.0002830461,0.0004166059,0.01246505,0.9285963,0.0001704129,0.0002131257,0.03242028],"study_design_scores_gemma":[0.00002290644,0.004386202,0.2031903,0.00002898419,0.00005489721,0.0002952663,0.0007712021,0.01355241,0.7753986,0.0001426173,0.002106424,0.00005020185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983549,0.0000624169,0.0004574767,0.000003321748,0.000004324908,0.000004530628,0.0001047379,0.00002219454,0.000986088],"genre_scores_gemma":[0.9985246,0.00003179937,0.0002306407,0.000003840639,9.456714e-7,0.000002864559,0.0001332043,0.00000931715,0.001062745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003900278,"threshold_uncertainty_score":0.01216137,"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."}}