{"id":"W3002376903","doi":"10.1016/j.engstruct.2020.110215","title":"Stiffness prediction of Mass Timber Panel-Concrete (MTPC) composite connection with inclined screws and a gap","year":2020,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Stiffness; Structural engineering; Embedment; Serviceability (structure); Fastener; Deflection (physics); Dowel; Slab; Materials science; Vibration; Flexural rigidity; Bending stiffness; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000287105,0.0004735398,0.0002174575,0.0005016606,0.0003011003,0.0002458118,0.000378227,0.0006648746,0.001874278],"category_scores_gemma":[0.0005315626,0.000281183,0.0003533963,0.0004199955,0.0003109655,0.0002469909,0.000223462,0.0002754823,0.000426845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456366,"about_ca_system_score_gemma":0.0002368779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942094,"about_ca_topic_score_gemma":0.00586165,"domain_scores_codex":[0.9998395,0.0000267535,0.000005055753,0.00004095193,0.00006227902,0.00002537197],"domain_scores_gemma":[0.9994148,0.0003089779,0.0000782892,0.00003931143,0.0001132716,0.00004533119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002562723,0.0004476514,0.03111411,0.000210105,0.00003699188,0.0004703022,0.0002409661,0.3768598,0.5509852,0.0006206633,0.0004824182,0.03596903],"study_design_scores_gemma":[0.00002414299,0.001012252,0.05161007,0.00001056145,0.00005698996,0.00009011297,0.000140134,0.8231536,0.123444,0.00009791498,0.000328785,0.00003143064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948236,0.00003049248,0.004277915,0.000005319208,0.000005769851,0.000003815883,0.00003348245,0.0000606416,0.0007589876],"genre_scores_gemma":[0.9991022,0.00000978244,0.0005433502,7.353867e-7,6.846495e-7,0.000001464469,0.00001549632,0.00000366759,0.0003227073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002942094,"threshold_uncertainty_score":0.006270051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710288427804987,"score_gpt":0.1752537771650099,"score_spread":0.15815089288696,"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."}}