{"id":"W4280652357","doi":"10.31223/x5891c","title":"Defining renewable groundwater use and its relevance to sustainable groundwater management","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan; University of Victoria","funders":"Global Water Futures; Natural Environment Research Council; Sight Research UK; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Groundwater; Renewable energy; Aquifer; Sustainability; Groundwater recharge; Environmental science; Groundwater model; Environmental economics; Water resource management; Geology; Engineering; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003371464,0.0003846608,0.0004758253,0.002074586,0.001168397,0.004535357,0.0007983856,0.001664473,0.001649695],"category_scores_gemma":[0.005595765,0.0002198607,0.0004332435,0.00397654,0.01386526,0.006510907,0.003453469,0.001287317,0.0001580992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156027,"about_ca_system_score_gemma":0.001381744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00401318,"about_ca_topic_score_gemma":0.003474426,"domain_scores_codex":[0.9975338,0.001449968,0.0001474124,0.0002325747,0.0004644019,0.0001718279],"domain_scores_gemma":[0.9982565,0.00106231,0.0002471997,0.0001757561,0.0001860027,0.00007230376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002884439,0.000003655213,0.0005977461,0.00003379464,0.000003146846,0.00003662906,0.0006992066,0.001378905,0.0001308432,0.9913229,0.0003396189,0.005450604],"study_design_scores_gemma":[0.000001332362,0.00000598779,0.000738154,0.00008057887,0.000002524306,0.0000533314,0.001145343,0.001151202,0.0001554428,0.9807436,0.01591313,0.00000937704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1695951,0.03257859,0.4715418,0.0509177,0.0008864198,0.0001515549,0.000870252,0.0001018188,0.2733568],"genre_scores_gemma":[0.9539636,0.007740535,0.03380923,0.0009893103,0.0003164443,0.0001386913,0.0001304846,0.00004393463,0.002867811],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004535357,"threshold_uncertainty_score":0.01783019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596434229777723,"score_gpt":0.2316224547172218,"score_spread":0.2156581124194445,"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."}}