{"id":"W4327575893","doi":"10.1111/gwat.13305","title":"Groundwater Connections and Sustainability in Social‐Ecological Systems","year":2023,"lang":"en","type":"article","venue":"Ground Water","topic":"Water resources management and optimization","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Victoria; University of Saskatchewan","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Framing (construction); Groundwater; Sustainability; Hydrogeology; Corporate governance; Ecological systems theory; Earth system science; Environmental planning; Environmental resource management; Groundwater model; Environmental science; Ecology; Civil engineering; Business; Engineering; Groundwater flow; Aquifer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001966523,0.00008816832,0.0001084053,0.0001418711,0.0001015036,0.0001269151,0.00004880333,0.00006652619,0.00002998237],"category_scores_gemma":[0.000004357712,0.00006360322,0.00001930272,0.000156115,0.00003120365,0.0001474562,0.00005869675,0.00007191041,0.00006554412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009491005,"about_ca_system_score_gemma":0.000001110544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007085702,"about_ca_topic_score_gemma":0.00002470822,"domain_scores_codex":[0.9993547,0.00003343257,0.0001402821,0.0001327933,0.00006289161,0.0002759007],"domain_scores_gemma":[0.9998732,0.00001470339,0.000005388773,0.00006651782,0.00001709098,0.00002313221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006620996,0.0002597822,0.1220128,0.002368596,0.0002245404,0.0002634969,0.0217572,0.810252,0.00067494,0.01718884,0.02230149,0.00263012],"study_design_scores_gemma":[0.001817454,0.0001270577,0.3849631,0.00002325846,0.00004907493,0.00001296071,0.005404872,0.4131166,0.0002057673,0.01507065,0.17826,0.000949158],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961777,0.00001661524,0.0008703003,0.0004445674,0.0002090943,0.0002446876,8.623681e-7,0.0003987613,0.001637353],"genre_scores_gemma":[0.9977328,0.0000114091,0.000006845844,0.00001365631,0.0000807373,0.00006810231,0.00004036224,0.00001439222,0.002031693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3971354,"threshold_uncertainty_score":0.2593664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366505334510396,"score_gpt":0.2133975219904764,"score_spread":0.1997324686453724,"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."}}