{"id":"W2467053513","doi":"10.1080/02626667.2015.1106544","title":"Comparing various approaches for assessing groundwater recharge at a regional scale in the Canadian Shield","year":2015,"lang":"en","type":"article","venue":"Hydrological Sciences Journal","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Groundwater recharge; Baseflow; Hydrology (agriculture); Environmental science; Precipitation; Aquifer; Groundwater; Inflow; Streamflow; Scale (ratio); Geology; Drainage basin; Geography; Meteorology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003535129,0.0001193272,0.0001579623,0.00007856894,0.001127658,0.0007671909,0.0006643174,0.0001056723,0.0002699852],"category_scores_gemma":[0.00006605934,0.00006193339,0.00006574877,0.0002451993,0.0003461832,0.0003947676,0.00002041678,0.0003417432,0.0000322342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000530053,"about_ca_system_score_gemma":0.0002138163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02592082,"about_ca_topic_score_gemma":0.318474,"domain_scores_codex":[0.9982619,0.0001644619,0.0002321893,0.0002634373,0.0004436377,0.0006343588],"domain_scores_gemma":[0.9993358,0.0001356018,0.00007320294,0.00008862237,0.00002539799,0.0003413227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002581098,0.00002209615,0.9929925,0.000002590074,0.000002878846,0.00002715758,0.0008829198,0.003605605,0.000008012114,0.00006600212,0.0009175587,0.001446867],"study_design_scores_gemma":[0.0009923277,0.0006872475,0.7851908,0.00003043086,0.00001850398,0.003542379,0.002272373,0.1473481,0.00004684744,0.03597547,0.02342386,0.000471729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717414,0.0001975143,0.0002133696,0.003517491,0.0001842403,0.0001200577,0.000002231329,0.000008584693,0.0240151],"genre_scores_gemma":[0.9973239,0.000004454422,0.001214539,0.00111647,0.0002256652,0.000003018875,0.00001637608,0.000001302476,0.00009421464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2925532,"threshold_uncertainty_score":0.9805657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1945109149348159,"score_gpt":0.2696393235771202,"score_spread":0.0751284086423043,"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."}}