{"id":"W4380193696","doi":"10.1016/j.engstruct.2023.116395","title":"Reinforced cross-laminated timber-concrete composite floor systems","year":2023,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"Natural Resources Canada; University of Northern British Columbia","keywords":"Cross laminated timber; Structural engineering; Stiffness; Shear (geology); Composite number; Reinforcement; Span (engineering); Bending; Topping; Materials science; Engineering; Composite material; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00005833936,0.0002740537,0.0002370283,0.0001832885,0.00007610684,0.0001625375,0.0001678053,0.0001182953,0.00004206292],"category_scores_gemma":[0.00001815248,0.0002425115,0.00006678869,0.0003343014,0.00002205646,0.0001449222,0.00003300549,0.0001682946,0.0002194427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005180452,"about_ca_system_score_gemma":0.00000584386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002685056,"about_ca_topic_score_gemma":1.346274e-7,"domain_scores_codex":[0.9990376,0.000007748201,0.0002290729,0.0001643488,0.0001658643,0.0003953745],"domain_scores_gemma":[0.9995945,0.00003641725,0.00001833403,0.0002420783,0.00002809675,0.00008057102],"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":[0.000005895301,1.561657e-7,0.00008069844,0.0001786929,0.0001138182,0.0000288849,0.0002053442,0.9802251,0.01757696,0.0005026628,0.0009720409,0.0001097149],"study_design_scores_gemma":[0.0004983923,0.00003315962,0.01264188,0.00007073282,0.00002781869,0.00002627271,0.00002309046,0.938417,0.04243774,0.00001867632,0.005354346,0.0004509405],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913639,0.000926941,0.0008734181,0.00001177344,0.001698956,0.0002019298,0.00003262988,0.003646185,0.001244214],"genre_scores_gemma":[0.996929,0.00003487891,0.000611009,0.00000623135,0.000209902,0.00003648329,0.0001055267,0.00008558065,0.001981346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04180819,"threshold_uncertainty_score":0.9889331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006697102999069227,"score_gpt":0.2009966629068789,"score_spread":0.1942995599078096,"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."}}