{"id":"W4296959674","doi":"10.1002/suco.202200305","title":"Blast performance and analysis of reinforced concrete beams subjected to corrosion of the longitudinal reinforcement","year":2022,"lang":"en","type":"article","venue":"Structural Concrete","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Materials science; Brittleness; Reinforcement; Structural engineering; Ductility (Earth science); Cracking; Flexural strength; Bending; Failure mode and effects analysis; Composite material; Creep; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004050134,0.0004205889,0.0003185454,0.0003579693,0.0001900223,0.0001293185,0.0002573747,0.0003374479,0.001281604],"category_scores_gemma":[0.0005057816,0.0002496068,0.0002742567,0.0001389664,0.0002302607,0.0001550455,0.0001620897,0.0001457372,0.0003799423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216409,"about_ca_system_score_gemma":0.0001449645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772313,"about_ca_topic_score_gemma":0.003653943,"domain_scores_codex":[0.9998252,0.00002522236,0.000008677849,0.00002042464,0.00009424905,0.00002621661],"domain_scores_gemma":[0.9996449,0.0001006932,0.00005977331,0.00003026467,0.0001385196,0.00002585657],"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":[0.0003079704,0.00003912694,0.008049035,0.00004852575,0.00001784405,0.0002006447,0.0001361371,0.01081828,0.9753247,0.00003323569,0.00002996127,0.004994505],"study_design_scores_gemma":[0.0000255326,0.002706429,0.09919158,0.0000158265,0.00005508986,0.0002509904,0.0001627567,0.0689116,0.8282361,0.00003885775,0.0003819943,0.00002324719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998924,0.00003879723,0.0008207239,0.000003059313,0.00000149991,0.000003266931,0.00002641211,0.00001361294,0.0001686613],"genre_scores_gemma":[0.9991841,0.00003093778,0.0003713374,0.000002311151,6.561706e-7,0.000002647865,0.0000347433,0.000003250674,0.0003699984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002772313,"threshold_uncertainty_score":0.005512416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009016483076623805,"score_gpt":0.2114862716550076,"score_spread":0.2024697885783837,"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."}}