{"id":"W4388504316","doi":"10.14359/51740230","title":"Behavior Of FRP Wrapped Cylinders Under Various Environmental Conditions","year":2023,"lang":"en","type":"article","venue":"","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental protection; Ancient history; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001628333,0.0004101416,0.00033339,0.0002316416,0.0002639702,0.0003970689,0.0003237447,0.0003665349,0.003354453],"category_scores_gemma":[0.0007651187,0.0001467704,0.0003386466,0.0001509872,0.0001949614,0.0002885135,0.0003818822,0.0003174195,0.001365696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002807712,"about_ca_system_score_gemma":0.0001873755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003431707,"about_ca_topic_score_gemma":0.002512655,"domain_scores_codex":[0.9998103,0.0000190071,0.000007406819,0.00005477222,0.00005941399,0.00004924484],"domain_scores_gemma":[0.9996428,0.00009508431,0.00006098467,0.00003439252,0.00009780983,0.00006885707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002871122,0.0003224547,0.01325968,0.0001137848,0.00003907794,0.0005202485,0.0006510119,0.002089617,0.9574186,0.0001239632,0.001514612,0.02107583],"study_design_scores_gemma":[0.00004185878,0.009601764,0.2585319,0.00007917082,0.00008364092,0.0006779197,0.001970188,0.01820685,0.6997905,0.0002263594,0.01068448,0.0001052228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971029,0.0001676598,0.0007526717,0.00003524901,0.00003402191,0.00002854726,0.0003639514,0.00006118311,0.001453783],"genre_scores_gemma":[0.9861366,0.0002208972,0.001425437,0.00009378762,0.00001060849,0.000050103,0.001065567,0.00005019831,0.0109469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003431707,"threshold_uncertainty_score":0.01122177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291398065697648,"score_gpt":0.2306297337356295,"score_spread":0.217715753078653,"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."}}