{"id":"W4385602311","doi":"10.1007/978-3-031-34159-5_55","title":"Numerical Modeling of the Bond Behavior Between Thermoplastic FRP Lattice and Concrete","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Fibre-reinforced plastic; Materials science; Lattice (music); Bond; Composite number; Weaving; Composite material; Thermoplastic; Structural engineering; Reinforced concrete; Corrosion; Engineering; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008934466,0.0005925787,0.0007052077,0.0002326801,0.0000357356,0.00003197446,0.0003612853,0.0006097829,0.00003528137],"category_scores_gemma":[0.0001431581,0.0005136663,0.000179543,0.0001456934,0.00005755621,0.00007005254,0.0001310093,0.001315627,0.000006970791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246964,"about_ca_system_score_gemma":0.00002557225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002732597,"about_ca_topic_score_gemma":0.000009565381,"domain_scores_codex":[0.9983329,0.000006329632,0.0005430054,0.0003411899,0.0003547407,0.0004218685],"domain_scores_gemma":[0.9987397,0.0005854878,0.00008301047,0.0004572241,0.00003878099,0.00009575939],"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":[0.000003700912,7.317995e-8,0.0002546944,0.0003359101,0.00009499677,0.0000251434,0.0001858977,0.9934552,0.002455951,0.0006122357,0.000002921658,0.002573219],"study_design_scores_gemma":[0.0005150459,0.00004894444,0.001289402,0.001537595,0.0005656955,0.00005069886,0.000002899608,0.9883824,0.005024134,0.001036371,0.0002432459,0.001303575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4550166,0.01262116,0.4724566,0.0002128706,0.009452817,0.005661951,0.0009180339,0.005680229,0.03797982],"genre_scores_gemma":[0.9979393,0.00008094661,0.001174046,0.000009236294,0.0002120561,0.00002652939,0.00001969199,0.0002880122,0.0002502043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5429227,"threshold_uncertainty_score":0.9997315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574165067675855,"score_gpt":0.2115183944768975,"score_spread":0.195776743800139,"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."}}