{"id":"W1589255031","doi":"10.1002/047147844x.gw1528","title":"River‐Connected Aquifers: Geophysics, Stratigraphy, Hydrogeology, and Geochemistry","year":2004,"lang":"en","type":"other","venue":"Water Encyclopedia","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Aquifer; Hydrogeology; Geology; Hydrology (agriculture); Aquifer properties; Infiltration (HVAC); Water quality; Groundwater; Surficial aquifer; Groundwater recharge; Geotechnical 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007053088,0.0005116347,0.0004431198,0.0001082657,0.00008992253,0.00007683116,0.0003495864,0.0005162251,0.0155249],"category_scores_gemma":[0.000006568192,0.0003790539,0.000107614,0.00008898303,0.0004168885,0.0001024452,0.00004693317,0.0003700923,0.0008099525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005106791,"about_ca_system_score_gemma":0.00006391397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188304,"about_ca_topic_score_gemma":0.002915954,"domain_scores_codex":[0.998101,0.00003306919,0.0002615941,0.0007124443,0.0002297268,0.0006621422],"domain_scores_gemma":[0.9991925,0.0000193517,0.00009074238,0.0004341626,0.00002144166,0.0002418497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001388204,0.0002923587,0.4743413,0.002722207,0.001347384,0.001133432,0.002846773,0.00004557855,0.003350828,0.0001705217,0.4827575,0.03085324],"study_design_scores_gemma":[0.001995008,0.0002270753,0.04408604,0.0004049747,0.0003240175,0.0002082087,0.0002111225,0.00005319709,0.007930962,0.01897999,0.9227939,0.002785527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1098251,0.001904706,0.000007996573,0.00007293129,0.0004642155,0.0002586315,0.0004175519,0.0002700163,0.8867789],"genre_scores_gemma":[0.4685757,0.002238228,0.0008274795,0.0002492274,0.001950969,0.00001287119,0.006678083,0.0001754624,0.519292],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4400363,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003974418650757569,"score_gpt":0.1710548732821673,"score_spread":0.1670804546314097,"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."}}