{"id":"W2167047454","doi":"10.1002/hyp.5766","title":"Progress in isotope tracer hydrology in Canada","year":2005,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":348,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Winnipeg; University of Waterloo; University of Victoria; Impact; Alberta Environment and Protected Areas","funders":"","keywords":"Hydrology (agriculture); Water cycle; Drainage basin; Environmental science; Precipitation; Catchment hydrology; Biogeochemical cycle; Groundwater; Structural basin; Stable isotope ratio; Geology; Geography; Ecology; Meteorology; Geomorphology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001487345,0.0001473257,0.0002228701,0.00004808374,0.00003716807,0.0000229883,0.0002722368,0.0001012348,0.002767476],"category_scores_gemma":[0.00005173108,0.0001082005,0.00001627009,0.0003202235,0.00009032843,0.0001699494,0.00001516706,0.0002518443,0.00007865857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002747084,"about_ca_system_score_gemma":0.0004018378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4107899,"about_ca_topic_score_gemma":0.9833447,"domain_scores_codex":[0.9986724,0.00004495906,0.0002756679,0.000338245,0.0001688477,0.0004998956],"domain_scores_gemma":[0.9996449,0.00009141104,0.00004103985,0.0001080867,0.00001885112,0.00009574528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004831322,0.00003725161,0.9805195,0.00003674198,0.000001838895,0.0001014492,0.00006188289,0.003527338,0.000005839013,0.00000211569,0.0001070918,0.0155506],"study_design_scores_gemma":[0.0005187682,0.00009761002,0.9742258,0.00001483546,0.000002874034,0.00004951533,0.00006301619,0.009567918,0.0006376157,0.0006140612,0.01394847,0.0002594992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874153,0.002597923,0.000001940574,0.001866804,0.0000445533,0.0001309357,0.000009717519,0.00002246339,0.007910415],"genre_scores_gemma":[0.9986383,0.00006138688,0.00009928876,0.0009953077,0.00007161434,0.00001002512,0.00003488229,0.000002317487,0.00008687685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5725548,"threshold_uncertainty_score":0.9981441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022718417727623,"score_gpt":0.196763742379524,"score_spread":0.1865365582022477,"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."}}