{"id":"W2139739323","doi":"10.4319/lo.2003.48.6.2093","title":"A modern isotope record of changes in water and carbon budgets in a groundwater‐fed lake: Blue Lake, South Australia","year":2003,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Groundwater; Dissolved organic carbon; Biogeochemical cycle; Hydrology (agriculture); Surface water; Environmental science; Sediment; Total organic carbon; Geology; Drainage basin; Total inorganic carbon; Environmental chemistry; Oceanography; Carbon dioxide; Chemistry; Geomorphology; Environmental engineering; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009699435,0.00013996,0.0001434402,0.0008019304,0.0004944251,0.0003087649,0.0001750463,0.000228491,0.0006601536],"category_scores_gemma":[0.000203601,0.0002429994,0.0001042739,0.0008158494,0.0003772982,0.000361053,0.0004274069,0.0002131626,0.0001293892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009271358,"about_ca_system_score_gemma":0.0003895619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06689013,"about_ca_topic_score_gemma":0.1419961,"domain_scores_codex":[0.9999563,0.000002484089,0.000003017936,0.00001405458,0.00001689244,0.00000726805],"domain_scores_gemma":[0.9998442,0.000005783505,0.00004851455,0.000007284186,0.00006430856,0.00002985289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001649916,0.00005632239,0.7709646,0.0001913409,0.0001235622,0.0003944762,0.002783244,0.0008853379,0.1898143,0.0004025902,0.0009633376,0.03325583],"study_design_scores_gemma":[0.000001430757,0.00001531868,0.9972608,0.00000434103,0.000008020351,0.00007365944,0.00006934912,0.0002798578,0.0008149602,0.00003112266,0.001436651,0.000004472307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974241,0.0002932912,0.0002600069,0.00004622457,0.00000337126,0.000003857928,0.0004039062,0.00001848194,0.001546741],"genre_scores_gemma":[0.9977691,0.0001976042,0.0005134813,0.00003948321,0.000006139222,0.00000528664,0.0003415264,0.000006426504,0.001120895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06689013,"threshold_uncertainty_score":0.1330016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389411523239696,"score_gpt":0.1988977108450435,"score_spread":0.1850035956126465,"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."}}