{"id":"W2978245507","doi":"10.1038/s41586-019-1594-4","title":"Environmental flow limits to global groundwater pumping","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":762,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Groundwater; Environmental science; Groundwater flow; Flow (mathematics); Environmental flow; Hydrology (agriculture); Water resource management; Aquifer; Geology; Mechanics; Physics; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007529244,0.0001992832,0.0002731406,0.0005784324,0.0003980781,0.001589871,0.00025072,0.0005348756,0.003151718],"category_scores_gemma":[0.002492617,0.0002178497,0.0002161666,0.0006807834,0.001218941,0.001837465,0.001152638,0.000452692,0.0001507674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007260259,"about_ca_system_score_gemma":0.0005646438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00471855,"about_ca_topic_score_gemma":0.004928477,"domain_scores_codex":[0.9998059,0.00005029123,0.00001299785,0.00003582435,0.00004418526,0.00005086701],"domain_scores_gemma":[0.9989693,0.0006753123,0.0001207518,0.00007849708,0.00009918607,0.00005691254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006966615,0.0000897163,0.09882692,0.0003182768,0.0001236455,0.000503458,0.0007069855,0.1500059,0.01705011,0.6562096,0.004184373,0.07128445],"study_design_scores_gemma":[0.0000528583,0.0001255531,0.1530007,0.0001829327,0.0001081607,0.0003490205,0.001244037,0.04212131,0.00568851,0.7540157,0.04304643,0.00006479836],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590428,0.00324048,0.01186206,0.004405679,0.00008360325,0.00001027543,0.001476036,0.00009903988,0.1197801],"genre_scores_gemma":[0.9972332,0.000853156,0.0004209329,0.0001187736,0.00003998456,0.000007509866,0.0001184374,0.00001495599,0.001193032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00471855,"threshold_uncertainty_score":0.01054353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004084029984249814,"score_gpt":0.1883787198548613,"score_spread":0.1842946898706115,"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."}}