{"id":"W4417475466","doi":"10.1139/er-2025-0195","title":"Global advances in managed aquifer recharge: a systematic synthesis","year":2025,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Groundwater recharge; Aquifer; Groundwater; Water security; Water scarcity; Water resources; Agriculture; Farm water; Water quality; Surface runoff","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01555408,0.001864893,0.006119236,0.03559097,0.0007836038,0.004644969,0.001967298,0.001904453,0.007234585],"category_scores_gemma":[0.05587206,0.001091066,0.006156664,0.02926943,0.001448129,0.00438632,0.003458659,0.001526662,0.0007030378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004993129,"about_ca_system_score_gemma":0.02354907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005509,"about_ca_topic_score_gemma":0.02372826,"domain_scores_codex":[0.9878469,0.003212646,0.005217813,0.001134164,0.002122136,0.0004663263],"domain_scores_gemma":[0.954124,0.03296126,0.005517047,0.001103017,0.00581279,0.0004817874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001107296,0.00001548551,0.0008763518,0.9321625,0.003913214,0.0001213369,0.0006981377,0.0001622788,0.0002636108,0.00120116,0.003572219,0.05690293],"study_design_scores_gemma":[0.00005749431,0.00007655654,0.002946794,0.9208698,0.01912603,0.0001755908,0.0007299515,0.0000663716,0.0001428198,0.001162435,0.05461523,0.00003099376],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001440834,0.9917096,0.0006302129,0.001256757,0.000324459,0.000507816,0.003121192,0.00002631236,0.0009828969],"genre_scores_gemma":[0.01174436,0.9828115,0.001509397,0.001377463,0.0001430658,0.001011765,0.00120458,0.00001429706,0.0001834706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03559097,"threshold_uncertainty_score":0.08225876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006844479804221857,"score_gpt":0.2161532748987708,"score_spread":0.2093087950945489,"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."}}