{"id":"W1832996676","doi":"","title":"Protecting Groundwater: The Invisible and Vital Resource","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundwater recharge; Groundwater; Aquifer; Urbanization; Water resource management; Resource (disambiguation); Environmental planning; Business; Agriculture; Environmental resource management; Environmental science; Geography; Engineering; Ecology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001742489,0.0002806302,0.0003686209,0.0007235893,0.007755419,0.008882829,0.001508179,0.003456589,0.007033109],"category_scores_gemma":[0.003324295,0.0001490853,0.0001539036,0.00151066,0.02162849,0.004838331,0.004285558,0.003436401,0.0007715137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01952337,"about_ca_system_score_gemma":0.07258751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6637669,"about_ca_topic_score_gemma":0.7890597,"domain_scores_codex":[0.9979255,0.0002836791,0.00003991577,0.0001816568,0.001039762,0.0005294281],"domain_scores_gemma":[0.9982735,0.0003914381,0.0001192825,0.0002097786,0.0004798365,0.000526247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005346493,0.00003689976,0.004279484,0.0004259964,0.0000192022,0.0005392752,0.01175647,0.0004517986,0.002333616,0.5838911,0.1892899,0.2069228],"study_design_scores_gemma":[0.000005061253,0.00003096451,0.004013864,0.0007141343,0.00001356438,0.000193886,0.01603882,0.0001507981,0.0005487764,0.1121999,0.8660527,0.00003761051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04788944,0.05434608,0.006283774,0.6197592,0.00362227,0.00004787222,0.0007044816,0.0001901755,0.2671567],"genre_scores_gemma":[0.7481327,0.06965498,0.005259768,0.0758915,0.001168453,0.00002749825,0.0003618975,0.00009728015,0.09940587],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6637669,"threshold_uncertainty_score":0.6764264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212872383793193,"score_gpt":0.1951548514865319,"score_spread":0.1830261276486,"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."}}