{"id":"W3216968226","doi":"10.1002/nsg.12187","title":"Application of crosshole electrical resistivity tomography measurements under the influence of horizontally slotted plastic cased boreholes","year":2021,"lang":"en","type":"article","venue":"Near Surface Geophysics","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Borehole; Casing; Geology; Electrode; Electrical resistivity and conductivity; Tomography; Acoustics; Electrical resistivity tomography; Materials science; Dipole; Geotechnical engineering; Electrical engineering; Petroleum engineering; Optics; Engineering; Physics","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":[0.000293339,0.0001685535,0.0003133755,0.00001829242,0.0001853785,0.0000388287,0.0002667577,0.00008359716,0.00002883137],"category_scores_gemma":[0.0002139226,0.0001240535,0.0001475632,0.001551959,0.0002681295,0.0001084723,0.00002492196,0.0002430976,0.00003392476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005734655,"about_ca_system_score_gemma":0.0001606096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552586,"about_ca_topic_score_gemma":0.0004011191,"domain_scores_codex":[0.9981329,0.0002848965,0.0003162905,0.0003264738,0.0006147688,0.0003246482],"domain_scores_gemma":[0.9979718,0.001028887,0.0001918182,0.0003718121,0.0003399533,0.00009569422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004471347,0.0007280127,0.3756748,0.0001599883,0.0002428224,0.00001182553,0.0002271042,0.2758742,0.2387827,0.001335678,0.00007190498,0.1064439],"study_design_scores_gemma":[0.0002228137,0.0002005957,0.9663957,0.00001206826,0.00004690574,0.000001458267,0.00001804136,0.007736744,0.02160865,0.003526317,0.00009386922,0.000136796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978181,0.0002262724,0.00132438,0.00008293948,0.00006004858,0.0001602443,0.00006901255,0.00002319242,0.0002358565],"genre_scores_gemma":[0.9974917,0.00000955915,0.002332967,0.00006835074,0.00003205701,0.000001641064,0.00003231511,0.000005213102,0.0000262596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.590721,"threshold_uncertainty_score":0.5058753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577362424873279,"score_gpt":0.2389639571810369,"score_spread":0.2231903329323041,"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."}}