{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003349336,0.0006589222,0.0004015124,0.002449413,0.005271158,0.00711348,0.0007565684,0.00213063,0.004988827],"category_scores_gemma":[0.004550015,0.0003260507,0.0005271756,0.002690139,0.02473971,0.008290516,0.008739458,0.001906932,0.0002699987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00536451,"about_ca_system_score_gemma":0.002918764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005613708,"about_ca_topic_score_gemma":0.005425569,"domain_scores_codex":[0.9966233,0.002193764,0.000110778,0.0003346577,0.0003901613,0.0003473915],"domain_scores_gemma":[0.9974262,0.001447719,0.0004301779,0.0002366745,0.0002273861,0.0002318382],"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":[0.000001562761,0.000004198853,0.0004220871,0.00001480798,0.000003958144,0.00003826019,0.001768231,0.0009578866,0.00003508737,0.9940613,0.0003362028,0.002356481],"study_design_scores_gemma":[0.00000288019,0.000008971982,0.0005187496,0.00006226038,0.000006340373,0.00003355282,0.001819139,0.001221017,0.00003833615,0.9677386,0.02854209,0.000007974695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1811349,0.01514128,0.1809457,0.05225808,0.0008929645,0.000251384,0.0003174438,0.0002192475,0.568839],"genre_scores_gemma":[0.9873139,0.001928761,0.007350989,0.0005581662,0.0001707887,0.00009279378,0.00005281596,0.00001793743,0.002513805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00711348,"threshold_uncertainty_score":0.03892243,"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."}}