{"id":"W1597050087","doi":"10.1002/wrcr.20332","title":"Transient, spatially varied groundwater recharge modeling","year":2013,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Water Network","keywords":"Groundwater recharge; Watershed; Hydrology (agriculture); Environmental science; Groundwater; Spatial variability; Groundwater model; Soil science; Geology; Geotechnical engineering; Aquifer; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001211769,0.0001835353,0.0001808682,0.0001409657,0.0006270757,0.0004071109,0.0005342962,0.00009698995,0.01178318],"category_scores_gemma":[0.00002053381,0.0001170094,0.00007383086,0.0002268901,0.0002900767,0.0005285231,0.0005603959,0.0003587639,0.0135425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550517,"about_ca_system_score_gemma":0.000003571997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007249987,"about_ca_topic_score_gemma":0.0002596113,"domain_scores_codex":[0.9967538,0.0003167752,0.0003159613,0.0005387987,0.001107759,0.0009668964],"domain_scores_gemma":[0.9992821,0.00004628488,0.00001646378,0.0003884587,0.00009206497,0.0001746119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003571952,0.001251191,0.1174473,0.0001672293,0.0002809618,0.0001175591,0.1507521,0.01655202,0.5125302,0.000249715,0.01511099,0.1851836],"study_design_scores_gemma":[0.002121956,0.0006218932,0.03849726,0.00005094709,0.00002410873,0.00002485704,0.001786546,0.1507753,0.04464392,0.003938912,0.7562882,0.001226031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711615,0.0000228768,0.008648137,0.001217914,0.00007373498,0.00048667,0.000001373542,0.00007466871,0.01831307],"genre_scores_gemma":[0.9541091,0.000009707463,0.0002464814,0.0001367997,0.00008272931,0.0002371317,0.0000131915,0.00002941255,0.0451355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7411773,"threshold_uncertainty_score":0.9993608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054530583066958,"score_gpt":0.2862025154475761,"score_spread":0.2316719323806181,"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."}}