{"id":"W2895925635","doi":"10.1002/hyp.13303","title":"Time‐domain electromagnetic imaging of a clayey confining bed in a brackish environment: A case study in the Kairouan Plain Aquifer (Kelbia salt lake, Tunisia)","year":2018,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Institut de Recherche pour le Développement","keywords":"Aquifer; Geology; Brackish water; Groundwater; Hydraulic conductivity; Hydrology (agriculture); Arid; Water well; Salinity; Geomorphology; Soil science; Geotechnical engineering; Soil water","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00128952,0.000233309,0.0004160483,0.0001245353,0.0001429054,0.00004916988,0.0004086028,0.00007856104,0.001479659],"category_scores_gemma":[0.0004667028,0.0001463297,0.00004898393,0.001016822,0.000446695,0.0001269393,0.00003710842,0.0004177309,0.0001157298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004501877,"about_ca_system_score_gemma":0.00004742942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093417,"about_ca_topic_score_gemma":0.006433789,"domain_scores_codex":[0.9970823,0.0009705682,0.0004731777,0.0005097904,0.0003542477,0.000609952],"domain_scores_gemma":[0.9981685,0.00135831,0.0001255669,0.0002195135,0.00002862683,0.00009950333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00177452,0.004303477,0.8062192,0.0002322919,0.00006830833,0.01231093,0.01568333,0.001197357,0.002523573,0.00008998914,0.0001925221,0.1554045],"study_design_scores_gemma":[0.003699946,0.01779478,0.9005113,0.00006976736,0.00008366301,0.001310235,0.00328341,0.04380887,0.00047587,0.02669503,0.001315152,0.000951988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967986,0.0003232859,0.00005925094,0.0004904357,0.00001651639,0.0005094173,0.00001155806,0.00002839605,0.00176255],"genre_scores_gemma":[0.9985299,0.00001226772,0.0006998882,0.0006273093,0.0000716634,0.00001796894,0.00001315499,0.000004794042,0.00002312651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1544525,"threshold_uncertainty_score":0.9994331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809410921212961,"score_gpt":0.2458357621966428,"score_spread":0.2277416529845132,"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."}}