{"id":"W1973269748","doi":"10.1177/0731684415571191","title":"Finite element modeling of fiber reinforced polymer bars embedded in prismatic concrete beams under high temperatures","year":2015,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Composite material; Adina; Cracking; Finite element method; Concrete cover; Fibre-reinforced plastic; Bar (unit); Fiber; Thermal; Beam (structure); Reinforced solid; Structural engineering; Transverse plane; Polymer; Reinforced concrete","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":[],"consensus_categories":[],"category_scores_codex":[0.0003732416,0.0002339625,0.000577683,0.0002534087,0.00002687938,0.00009002858,0.0001610199,0.0001127259,0.00003041873],"category_scores_gemma":[0.0001012952,0.000198449,0.00007047532,0.0001331437,0.00003780359,0.000209934,0.00004847059,0.000242791,0.000003594798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005812337,"about_ca_system_score_gemma":0.00006091066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001874966,"about_ca_topic_score_gemma":6.979287e-7,"domain_scores_codex":[0.9983135,0.00004377924,0.000961869,0.00009115049,0.0003449953,0.0002446378],"domain_scores_gemma":[0.9988312,0.0004135559,0.0002627032,0.0001419155,0.0001811399,0.0001695569],"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":[0.0001491754,8.097987e-7,0.0000178326,0.000145255,0.000102673,0.00001609042,0.0003560495,0.9210804,0.07726921,0.0006889815,0.0001534922,0.00002010433],"study_design_scores_gemma":[0.001524618,0.0003383896,0.00001841026,0.0004076161,0.00006013917,0.0000308733,0.0001439619,0.8610655,0.1361455,0.00003833274,0.00002700206,0.0001996268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765271,0.0006235817,0.02199433,0.00002449345,0.0004100154,0.0001501598,0.00001235551,0.00002495776,0.0002329934],"genre_scores_gemma":[0.9946823,0.00005497093,0.004953138,0.0000448562,0.00008678195,0.000002708353,0.00001135001,0.00003103769,0.0001328616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06001483,"threshold_uncertainty_score":0.8092515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009300657976222232,"score_gpt":0.2070008237049868,"score_spread":0.1977001657287646,"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."}}