{"id":"W2793112868","doi":"10.1007/s13349-018-0273-8","title":"Study of FRP bars under tension using acoustic emission detection technique","year":2018,"lang":"en","type":"article","venue":"Journal of Civil Structural Health Monitoring","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fibre-reinforced plastic; Acoustic emission; Materials science; Bar (unit); Pultrusion; Structural engineering; Composite material; Frequency domain; Time domain; Amplitude; SIGNAL (programming language); Optics; Engineering; Computer science; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049975,0.0001565539,0.0003620792,0.0001946856,0.0001869384,0.00001758224,0.0001237008,0.00009063094,0.00001589641],"category_scores_gemma":[0.00007484216,0.0001271017,0.0000745544,0.0002605964,0.000031923,0.0002056895,0.00003884746,0.0003961089,3.200105e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000441967,"about_ca_system_score_gemma":0.00007504744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008574056,"about_ca_topic_score_gemma":0.00004294376,"domain_scores_codex":[0.9983804,0.00009491962,0.0007884795,0.0001197606,0.0003761748,0.0002402661],"domain_scores_gemma":[0.9988816,0.00006661107,0.0003507334,0.0001810416,0.0003307081,0.000189345],"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":[0.0001215227,0.00001869562,0.0125955,0.0002302047,0.00002054693,0.000006802287,0.001262212,0.02319659,0.9455215,3.902938e-7,0.00001623257,0.0170098],"study_design_scores_gemma":[0.002341996,0.004400629,0.3321294,0.001943016,0.0001148255,0.0008169263,0.008183743,0.07073901,0.5782022,0.0004519329,0.0000670638,0.000609252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776099,0.0002567727,0.01906512,0.00001232739,0.002742358,0.000249195,8.050557e-7,0.00005140654,0.00001213002],"genre_scores_gemma":[0.9979892,0.0000358314,0.001228323,0.000006028702,0.0007139705,0.000001293137,1.0053e-7,0.00002328428,0.000001916797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3673193,"threshold_uncertainty_score":0.5183057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867518042418887,"score_gpt":0.32995722127344,"score_spread":0.2912820408492511,"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."}}