{"id":"W3216985445","doi":"10.1007/978-3-030-88166-5_34","title":"Axial Load Performance of GFRP-Reinforced Hollow Concrete Columns","year":2021,"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":"Université de Sherbrooke","funders":"","keywords":"Materials science; Brittleness; Fibre-reinforced plastic; HCCS; Structural engineering; Concentric; Buckling; Reinforcement; Composite material; Compressive strength; Compression (physics); Engineering; Geometry","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":[0.0001933545,0.0003210947,0.000226164,0.0003628235,0.000327593,0.0002911887,0.0005157691,0.0004392936,0.006097632],"category_scores_gemma":[0.0004975204,0.000167204,0.0001693042,0.0002639918,0.0003329526,0.0003093923,0.0003068928,0.0002300803,0.001483568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003156198,"about_ca_system_score_gemma":0.0002157045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003639814,"about_ca_topic_score_gemma":0.004673881,"domain_scores_codex":[0.9997415,0.00002427199,0.000006907417,0.00002678595,0.0001357906,0.00006481809],"domain_scores_gemma":[0.9994468,0.0002697844,0.00005454213,0.00003203258,0.0001315524,0.00006522455],"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":[0.003132618,0.0003330034,0.003605587,0.0001436545,0.00002444805,0.0002624253,0.0003166733,0.06555455,0.8827286,0.000642213,0.0014244,0.04183181],"study_design_scores_gemma":[0.00007991702,0.003255556,0.06401373,0.00004274779,0.00004327228,0.0001986616,0.0004780595,0.1133453,0.8150259,0.0004673107,0.002979553,0.00006998876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932746,0.000185463,0.0009236028,0.00002495783,0.00001180728,0.00000445474,0.0002446515,0.00009910262,0.005231376],"genre_scores_gemma":[0.9927837,0.00008585092,0.0001337791,0.000007438367,0.000003799603,0.000002678581,0.0002161619,0.00002255304,0.0067441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006097632,"threshold_uncertainty_score":0.02039868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007665146584360983,"score_gpt":0.1896489780357791,"score_spread":0.1819838314514181,"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."}}