{"id":"W2045486079","doi":"10.1144/sp384.12","title":"Ground penetrating radar use in three contrasting soil textures in southern Ontario","year":2013,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Ontario Tech University","funders":"","keywords":"Ground-penetrating radar; Geology; Radar; Remote sensing; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001705386,0.0002225035,0.0001658135,0.0009380749,0.001310928,0.0006330591,0.0002837334,0.0001834843,0.0007303095],"category_scores_gemma":[0.0005381579,0.0002105335,0.0001169312,0.001204715,0.0006451104,0.0001550861,0.0004404975,0.0001145594,0.0001318106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00459411,"about_ca_system_score_gemma":0.003463135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8970965,"about_ca_topic_score_gemma":0.981368,"domain_scores_codex":[0.999835,0.0000125629,0.000007233019,0.00004230451,0.00005353583,0.00004934926],"domain_scores_gemma":[0.9996986,0.00003029281,0.00007481827,0.00001421779,0.0001283494,0.00005374106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004607434,0.00004754828,0.9255441,0.00008515872,0.0000365705,0.002061398,0.01490922,0.0004075199,0.0358396,0.0001426957,0.0002422476,0.0202231],"study_design_scores_gemma":[0.000004095382,0.00005823302,0.9919972,0.000009360041,0.00001143834,0.0002624667,0.005275875,0.0002553125,0.001092219,0.00002105672,0.001006714,0.000006118617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989819,0.00003057827,0.00007419703,0.000009195238,6.971382e-7,0.00001029731,0.0001021031,0.000002325355,0.0007887165],"genre_scores_gemma":[0.9982988,0.00005461072,0.0002537304,0.000008780994,4.848533e-7,0.000004989161,0.0001397052,0.000001453347,0.001237407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029035,"threshold_uncertainty_score":0.2070191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856904404621327,"score_gpt":0.2305099436648891,"score_spread":0.2019408996186758,"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."}}