{"id":"W4213153369","doi":"10.1002/hyp.14526","title":"Groundwater recharge over the past 100 years: Regional spatiotemporal assessment and climate change impact over the <scp>Saguenay‐Lac‐Saint‐Jean</scp> region, Canada","year":2022,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Groundwater recharge; Environmental science; Evapotranspiration; Context (archaeology); Groundwater; Climate change; Snowmelt; Surface runoff; Hydrology (agriculture); Surface water; Water balance; Trend analysis; Physical geography; Geology; Aquifer; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006723852,0.0002746777,0.0002395612,0.00003111392,0.001222638,0.00006755476,0.0005159343,0.00007194062,0.0007902358],"category_scores_gemma":[0.0000628947,0.0001448555,0.00006527941,0.000325339,0.0005494898,0.0002387107,0.001224902,0.0004439039,0.00002277226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000299102,"about_ca_system_score_gemma":0.00002982181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1023382,"about_ca_topic_score_gemma":0.04619159,"domain_scores_codex":[0.9976751,0.00030231,0.0002583374,0.0005445753,0.0005735485,0.0006461627],"domain_scores_gemma":[0.9990028,0.0004017466,0.0001819867,0.0003110227,0.00001162284,0.00009083639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003635404,0.0001612027,0.8996592,0.00003414284,0.00008378256,0.0001304094,0.0008987039,0.00141012,0.00001061746,0.0002652207,0.09682426,0.0004860492],"study_design_scores_gemma":[0.0003396686,0.0003205774,0.8031128,0.000005732486,0.00004612639,0.00003560098,0.0002442118,0.0009784194,0.000003218584,0.001894759,0.1928982,0.0001206914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822423,0.0003729394,0.00002682474,0.01569901,0.0001278531,0.0005489327,0.00001543639,0.00005594469,0.0009107408],"genre_scores_gemma":[0.9889115,0.0004139747,0.00001484843,0.009696009,0.0001359045,0.0003700741,0.00003001702,0.00001728782,0.0004103793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09654636,"threshold_uncertainty_score":0.9712129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195722213498441,"score_gpt":0.2579801778199627,"score_spread":0.2260229556849783,"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."}}