{"id":"W4367292722","doi":"10.1117/12.2664103","title":"Integration of active thermography and ground penetrating radar for the detection and evaluation of delamination in concrete slabs","year":2023,"lang":"en","type":"article","venue":"","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Delamination (geology); Thermography; Ground-penetrating radar; Radar; Nondestructive testing; Materials science; Process (computing); Remote sensing; Structural engineering; Infrared; Acoustics; Geology; Computer science; Engineering; Aerospace engineering; Optics; Seismology","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":[0.0005524202,0.0003949519,0.0002559923,0.0005776128,0.00006875651,0.0002616621,0.0002968232,0.000357381,0.0003753649],"category_scores_gemma":[0.0007446347,0.0003056431,0.0001896053,0.0003300479,0.0003371959,0.0004177222,0.0003118258,0.0003023985,0.0001186296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009690892,"about_ca_system_score_gemma":0.0001414147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002956136,"about_ca_topic_score_gemma":0.0006923886,"domain_scores_codex":[0.9996598,0.00008626287,0.00001140303,0.00006345497,0.0001567289,0.00002240938],"domain_scores_gemma":[0.9994839,0.0002023431,0.0001109228,0.00005753598,0.0001212943,0.00002397244],"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":[0.0001849454,0.00006063625,0.002951857,0.00008245909,0.00001517169,0.00006150573,0.00005792803,0.002021209,0.9698874,0.00005373406,0.00001624485,0.02460683],"study_design_scores_gemma":[0.00002463432,0.002058713,0.05782293,0.0000303851,0.0001205604,0.001080904,0.0002120125,0.07439709,0.8634279,0.0001414471,0.0006349324,0.00004855137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108939,0.001303916,0.08682872,0.0000311676,0.00001955857,0.00004269464,0.00003281629,0.0002314365,0.0006158288],"genre_scores_gemma":[0.9462744,0.0004677014,0.05268032,0.0000160384,0.00001008418,0.00001805991,0.00003020698,0.00001865896,0.0004845903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005776128,"threshold_uncertainty_score":0.002921462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243652281922573,"score_gpt":0.2648901864882415,"score_spread":0.2424536636690157,"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."}}