{"id":"W4210333937","doi":"10.1002/suco.202100265","title":"Transfer length of corroded wires in prestressed concrete members","year":2022,"lang":"en","type":"article","venue":"Structural Concrete","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Consejo Superior de Investigaciones Científicas; European Commission","keywords":"Corrosion; Prestressed concrete; Bond; Structural engineering; Materials science; Transfer (computing); Bond length; Action (physics); Composite number; Composite material; Forensic engineering; Engineering; Computer science; Physics; Chemistry; Crystallography","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":[0.0003431195,0.000222033,0.0001739696,0.0004934737,0.0001833031,0.000259722,0.0003562978,0.0003649303,0.0006932985],"category_scores_gemma":[0.0009509478,0.0001650776,0.0001670335,0.0001747703,0.000371686,0.0003073642,0.0003083272,0.0002469061,0.0002050171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004174298,"about_ca_system_score_gemma":0.0001482702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369106,"about_ca_topic_score_gemma":0.00119545,"domain_scores_codex":[0.9998135,0.0000271578,0.000009276734,0.00003738153,0.00008329124,0.00002936422],"domain_scores_gemma":[0.9992574,0.0002279061,0.000247631,0.00005529643,0.0001637687,0.00004792532],"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":[0.00111393,0.0002864044,0.0486102,0.0002361532,0.00007870929,0.001599172,0.001036701,0.3067927,0.5997021,0.001076869,0.000220905,0.03924608],"study_design_scores_gemma":[0.00001405724,0.001505283,0.08906833,0.00004093026,0.00005086842,0.0004512432,0.0005815657,0.454915,0.452197,0.0004360871,0.0006886775,0.00005089516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970008,0.00006377421,0.002580114,0.000004674098,0.000002195003,0.000003797062,0.00001587906,0.00002865939,0.000300232],"genre_scores_gemma":[0.9995664,0.00001785491,0.0001911606,6.715405e-7,4.391207e-7,0.000001488277,0.000009029849,0.000002504542,0.0002104014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001369106,"threshold_uncertainty_score":0.003028631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009246772734155745,"score_gpt":0.2092483551957434,"score_spread":0.2000015824615877,"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."}}