{"id":"W2557717136","doi":"10.1177/1475921716681460","title":"Application of acoustic emission monitoring for assessment of bond performance of corroded reinforced concrete beams","year":2016,"lang":"en","type":"article","venue":"Structural Health Monitoring","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Acoustic emission; Corrosion; Materials science; Cracking; Reinforced concrete; Bond strength; Bond; Composite material; Structural engineering; Beam (structure); Adhesive; Engineering","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":[0.0005696904,0.000481281,0.0002600191,0.0003739963,0.0001440601,0.0001362218,0.0002988686,0.0004036591,0.0005164224],"category_scores_gemma":[0.0007379833,0.0001962384,0.0001645779,0.0001281258,0.0002632381,0.0002387513,0.0002902333,0.0002070596,0.000129185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009471679,"about_ca_system_score_gemma":0.00008904713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000336487,"about_ca_topic_score_gemma":0.0005713252,"domain_scores_codex":[0.9996463,0.00008611318,0.00001579626,0.00007431063,0.0001512954,0.00002606644],"domain_scores_gemma":[0.9996567,0.0001207332,0.00005892728,0.00003489721,0.0001123185,0.00001649892],"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":[0.00007135663,0.00002186272,0.002022872,0.00003384464,0.000006543235,0.0000318295,0.0000474378,0.0003392644,0.9921563,0.00001100174,0.00000599648,0.005251768],"study_design_scores_gemma":[0.000009381087,0.001501048,0.02633711,0.000009429108,0.00003717145,0.0002268126,0.00007130158,0.006530222,0.9648597,0.0000279384,0.0003715229,0.0000183487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836581,0.0003008102,0.01564218,0.000009244484,0.000006783473,0.00002464674,0.00003455405,0.00003690174,0.0002867558],"genre_scores_gemma":[0.9879314,0.0002623397,0.01134822,0.000008481496,0.000005975143,0.00002429252,0.00003849344,0.000006879906,0.0003737609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005696904,"threshold_uncertainty_score":0.003012836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132439934366868,"score_gpt":0.3172366785669044,"score_spread":0.2959122792232357,"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."}}