{"id":"W2184367998","doi":"10.22215/etd/2013-06400","title":"Numerical investigation of the effects of cracking and embedded reinforcement on surface concrete resistivity measurements using Wenner probe","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Library and Archives Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cracking; Reinforcement; Geotechnical engineering; Engineering; Forensic engineering; Materials science; Structural engineering; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003696226,0.0002401906,0.0003348613,0.0002682459,0.0001933921,0.0003181782,0.0003577034,0.0007069713,0.001427451],"category_scores_gemma":[0.002080278,0.0002345208,0.0002100136,0.0002975917,0.0005220324,0.0003362135,0.0002545759,0.0003567398,0.0001489427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002732015,"about_ca_system_score_gemma":0.0001962174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003026658,"about_ca_topic_score_gemma":0.003265105,"domain_scores_codex":[0.9998267,0.00004754054,0.0000093795,0.00003121676,0.00006339061,0.00002172113],"domain_scores_gemma":[0.9980991,0.001414084,0.0001566156,0.0001367805,0.0001593848,0.00003393462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005251305,0.000208682,0.008060357,0.000175993,0.00004489985,0.0002903109,0.0002145047,0.8477037,0.1198984,0.001017594,0.0005319074,0.02132843],"study_design_scores_gemma":[0.00001689889,0.0001340354,0.00235512,0.000006758714,0.00001028063,0.00002306181,0.00003369513,0.9813969,0.01578042,0.00009033586,0.0001423707,0.00001007339],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658948,0.0001082398,0.02817908,0.0001473668,0.0000241982,0.00002257707,0.0001502121,0.0003062209,0.00516741],"genre_scores_gemma":[0.9953655,0.00003229109,0.004114704,0.00000568237,0.00000176456,0.000007837499,0.00002698366,0.000007369301,0.0004378841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003026658,"threshold_uncertainty_score":0.006018102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02563756060556891,"score_gpt":0.2695583588314147,"score_spread":0.2439207982258458,"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."}}