{"id":"W4308908014","doi":"10.1002/suco.202200624","title":"Experimental investigation of GFRP‐reinforced concrete columns made with waste aggregates under concentric and eccentric loads","year":2022,"lang":"en","type":"article","venue":"Structural Concrete","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Fibre-reinforced plastic; Concentric; Ductility (Earth science); Eccentricity (behavior); Materials science; Structural engineering; Ultimate tensile strength; Composite material; Eccentric; Reinforced concrete; Reinforcement; Corrosion; Engineering; Creep; Mathematics","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":[0.00009317205,0.0004890265,0.0005626045,0.0001807686,0.000306631,0.00008104852,0.0003696803,0.0001107681,0.0005672414],"category_scores_gemma":[0.00001457836,0.0004692726,0.0001061533,0.0006221036,0.000470449,0.0004448957,0.000222786,0.000463221,0.000003278922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257088,"about_ca_system_score_gemma":0.00008687962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329119,"about_ca_topic_score_gemma":4.997382e-7,"domain_scores_codex":[0.9976583,0.0000848185,0.0005734182,0.0004207962,0.0006493722,0.0006133711],"domain_scores_gemma":[0.9988778,0.0001147355,0.0002679407,0.0003740893,0.00009367497,0.0002717151],"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":[0.0002140942,6.067434e-9,0.002151617,0.00008787,0.0001610516,0.00003273216,0.001214459,0.00693211,0.9870768,0.001800712,0.00007587665,0.0002526813],"study_design_scores_gemma":[0.003028879,0.000546118,0.001021525,0.00004353717,0.0001240363,0.0003302722,0.002512601,0.04544053,0.9459661,0.00004883773,0.0001477963,0.0007897734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959593,0.002075167,0.00004722207,0.00003354852,0.0004626288,0.0007007614,0.0001364229,0.0002920918,0.0002928024],"genre_scores_gemma":[0.9985421,0.00003381219,0.0007415154,0.0001189768,0.0000714573,0.00006704233,0.0001509767,0.00007884922,0.0001952705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0411107,"threshold_uncertainty_score":0.9997759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008846987063532262,"score_gpt":0.2078350760386784,"score_spread":0.1989880889751461,"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."}}