{"id":"W2606921967","doi":"10.1002/hyp.11206","title":"Interactions between groundwater and seasonally ice‐covered lakes: Using water stable isotopes and radon‐222 multilayer mass balance models","year":2017,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Innovates; University of Alberta; Université du Québec à Montréal","funders":"","keywords":"Groundwater; Environmental science; Hydrology (agriculture); Radon; Water cycle; Inflow; Groundwater discharge; Water balance; Aquifer; Groundwater flow; Geology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001874368,0.0002343499,0.0002954306,0.00002843027,0.0007896168,0.0006543612,0.0002989674,0.0001221061,0.0007337141],"category_scores_gemma":[0.00005971825,0.0001440113,0.00003257482,0.00003258521,0.0002819674,0.001392185,0.00008413881,0.0002145643,0.00003019442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004700341,"about_ca_system_score_gemma":0.00002504166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007446655,"about_ca_topic_score_gemma":0.0003274091,"domain_scores_codex":[0.998603,0.00003806626,0.000214806,0.0004929733,0.0001839837,0.0004671728],"domain_scores_gemma":[0.9993258,0.000101707,0.00008691517,0.0002391147,0.00007146638,0.0001750096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000974586,0.00002976463,0.9927907,0.0002258717,0.0000453791,0.00002649522,0.000355776,0.001287729,0.003907426,0.00000428725,0.00003521559,0.001193882],"study_design_scores_gemma":[0.002911115,0.0005589279,0.5544534,0.0002916424,0.0002944873,0.0003124958,0.0004207107,0.3475039,0.03523072,0.0334167,0.02249529,0.002110665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946684,0.0005014052,0.001139228,0.0003936564,0.00006986398,0.0001590831,0.00007346449,0.00004823952,0.002946613],"genre_scores_gemma":[0.9979373,0.0001365659,0.0008949619,0.0002032754,0.0001522137,0.000004468788,0.00008503084,0.000006127736,0.0005800691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4383374,"threshold_uncertainty_score":0.8033655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04576769033375112,"score_gpt":0.2507313969920447,"score_spread":0.2049637066582936,"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."}}