{"id":"W4392015581","doi":"10.1007/s10040-024-02776-0","title":"Characterizing deep groundwater using evidence from oil and gas exploration wells in the Lower Kutai Basin of Indonesia","year":2024,"lang":"en","type":"article","venue":"Hydrogeology Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lembaga Pengelola Dana Pendidikan; Kementerian Energi Dan Sumber Daya Mineral; Canadian Institute for Advanced Research","keywords":"Geology; Groundwater; Brackish water; Hydrostatic pressure; Structural basin; Aquifer; Geochemistry; Groundwater flow; Groundwater recharge; Sedimentary rock; Geomorphology; Hydrology (agriculture); Salinity; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005338872,0.0001278894,0.0002140811,0.0002720387,0.00006723117,0.0001207369,0.0001388899,0.0001027937,0.00009537592],"category_scores_gemma":[0.00002160225,0.00009035948,0.0000735543,0.0002958913,0.00006842616,0.0007694503,0.00002456399,0.0003863996,0.00001443499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004009467,"about_ca_system_score_gemma":0.00002184729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006920892,"about_ca_topic_score_gemma":0.0000712221,"domain_scores_codex":[0.9989277,0.0001907151,0.0003848338,0.0001366062,0.0001723312,0.0001878329],"domain_scores_gemma":[0.999614,0.0001352136,0.00005114491,0.0001255852,0.00002660593,0.00004744706],"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":[0.0001613671,0.0002942567,0.05757971,0.0004817996,0.001218565,0.00261798,0.07822627,0.4142017,0.3863636,0.0001841086,0.0002840591,0.05838667],"study_design_scores_gemma":[0.0002418857,0.00005466873,0.001710914,0.0004220004,0.0001123415,0.0004126594,0.0008611019,0.9899316,0.004397414,0.000960239,0.0007096166,0.0001855551],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985243,0.003145162,0.008673997,0.002497833,0.000328102,0.00002404284,7.510583e-7,0.00002784205,0.00005925505],"genre_scores_gemma":[0.9961762,0.003294589,0.0001779582,0.000132879,0.0001829315,0.000004609602,0.000004754088,0.00001668431,0.000009327197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5757299,"threshold_uncertainty_score":0.3684753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02532093901558354,"score_gpt":0.2452533367855835,"score_spread":0.21993239777,"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."}}