{"id":"W4308972791","doi":"10.3390/buildings12111962","title":"Modelling of Strengthened Steel Connections under Static and Cyclic Loading","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Fibre-reinforced plastic; Materials science; Welding; Structural engineering; Composite material; Reinforcement; Hardening (computing); Parametric statistics; Strain hardening exponent; Isotropy; Adhesive; Engineering; Layer (electronics)","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":[0.0002506394,0.0008761074,0.0005306167,0.000705731,0.0003292418,0.000765222,0.001170974,0.00215532,0.00271753],"category_scores_gemma":[0.0005978579,0.0004919816,0.0008137077,0.000554384,0.0007030141,0.0004106048,0.0005456687,0.0003925521,0.0004907585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003761257,"about_ca_system_score_gemma":0.0006664542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007308979,"about_ca_topic_score_gemma":0.005713525,"domain_scores_codex":[0.9998121,0.00004069091,0.00001138263,0.00003205871,0.00006386785,0.00003990338],"domain_scores_gemma":[0.999778,0.00008434065,0.00005605988,0.00002416893,0.00003996985,0.00001757233],"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":[0.00002453551,0.00001807133,0.0004514695,0.0000400121,0.000007567375,0.0001586772,0.000050315,0.987869,0.009544958,0.0004888689,0.00004579677,0.001300751],"study_design_scores_gemma":[0.000005899894,0.00006862143,0.0009561472,0.00001123964,0.000008154163,0.0000483371,0.00003282914,0.996203,0.002102247,0.0001923195,0.0003631267,0.000008132449],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.907659,0.0003718669,0.06873895,0.00009463295,0.00004033847,0.0001176986,0.0006288551,0.0003564161,0.02199226],"genre_scores_gemma":[0.9890542,0.00023068,0.005909945,0.000007888559,0.00000502271,0.00007132195,0.0001656994,0.00004083569,0.004514288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007308979,"threshold_uncertainty_score":0.01453286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123871593294137,"score_gpt":0.2210785139926461,"score_spread":0.1998397980597047,"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."}}