{"id":"W2091788494","doi":"10.1061/(asce)em.1943-7889.0000085","title":"Detection of Ungrouted Cells in Concrete Masonry Constructions Using a Dielectric Variation Approach","year":2009,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Capacitance; Masonry; Finite element method; Sensitivity (control systems); Acoustics; Materials science; Permittivity; Structural engineering; Block (permutation group theory); Noise (video); SIGNAL (programming language); Dielectric; Capacitive sensing; Electronic engineering; Computer science; Engineering; Electrical engineering; Optoelectronics; Electrode; Physics; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.000282191,0.0001368152,0.0002823843,0.0005446943,0.00001845258,0.00001127686,0.0001106619,0.0001419334,0.00000106731],"category_scores_gemma":[0.00005890375,0.0001468839,0.00006800547,0.0006037689,0.000003300661,0.0001789256,0.000006631386,0.0004042406,1.083267e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405769,"about_ca_system_score_gemma":0.00003007252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001011803,"about_ca_topic_score_gemma":2.443748e-7,"domain_scores_codex":[0.9989601,0.00002000316,0.0005663441,0.0000751589,0.0001779075,0.0002005211],"domain_scores_gemma":[0.9994943,0.00004618105,0.0001834931,0.0001074952,0.0001076522,0.00006092365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001175121,0.00000340297,0.000004103846,0.00007643816,0.00001770224,0.000003287465,0.0001069177,0.2964263,0.6998529,0.0006451468,0.000001468019,0.002850667],"study_design_scores_gemma":[0.0002484059,0.0001295726,0.00114289,0.0001062161,0.00002581281,0.0001435912,0.00001829547,0.8183491,0.1793727,0.0003340875,0.00001285928,0.0001165278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5567695,0.000183993,0.4421643,0.000002234198,0.000695796,0.0000884262,0.000001486609,0.00008444784,0.000009753217],"genre_scores_gemma":[0.9133166,0.0001041539,0.08641544,0.000002401244,0.0001394208,0.000001197287,3.873643e-7,0.0000199981,4.035341e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5219228,"threshold_uncertainty_score":0.5989754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181977120406874,"score_gpt":0.2265227054927081,"score_spread":0.2147029342886394,"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."}}