{"id":"W2059212955","doi":"10.2113/jeeg12.4.323","title":"Constraining Aquifer Architecture with Electrical Resistivity Imaging in a Fractured Hydrogeological Setting","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental and Engineering Geophysics","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Calgary","funders":"","keywords":"Hydrogeology; Geology; Electrical resistivity tomography; Lithology; Outcrop; Aquifer; Borehole; Electrical resistivity and conductivity; Resistive touchscreen; Igneous petrology; Regional geology; Geophysics; Petrology; Geomorphology; Mineralogy; Seismology; Groundwater; Volcanism; Geotechnical engineering; Tectonics; Engineering geology","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":[0.0003917866,0.0001522201,0.0002379062,0.00009158604,0.00004800261,0.00001991984,0.00008174818,0.00004873394,0.00003453242],"category_scores_gemma":[0.00003961154,0.0001032703,0.00005525506,0.0001560762,0.00007650007,0.0001119506,0.00001161481,0.0005358753,0.000002959074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001075247,"about_ca_system_score_gemma":0.00001014833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002376715,"about_ca_topic_score_gemma":0.000005921815,"domain_scores_codex":[0.9989871,0.00003277879,0.0002503484,0.0001472882,0.0002308699,0.0003516044],"domain_scores_gemma":[0.99929,0.0003945355,0.00009973261,0.00005057904,0.000004619175,0.0001605432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002782592,0.0001008063,0.2563342,0.00001299337,0.00002941977,0.0005080884,0.0002548264,0.008412211,0.01955562,0.00003460279,0.000003563421,0.7144755],"study_design_scores_gemma":[0.0003566309,0.0002694074,0.9953804,0.00002471583,0.00001454675,0.0002136293,0.00003304327,0.002371201,0.0002695604,0.0007389262,0.0001816956,0.0001462442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953092,0.0004738315,0.003914033,0.00009128026,0.00004118747,0.00004376829,0.000003862653,0.000008564165,0.0001142491],"genre_scores_gemma":[0.9921488,0.00001763068,0.007580845,0.00008430484,0.0001559073,1.346225e-7,0.000002511118,0.000004037252,0.000005830461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7390462,"threshold_uncertainty_score":0.421124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003105553777340652,"score_gpt":0.1742816154140257,"score_spread":0.1711760616366851,"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."}}