{"id":"W2101641343","doi":"10.4319/lo.2014.59.6.1987","title":"Recent changes in production in oligotrophic Uinta Mountain lakes, Utah, identified using paleolimnology","year":2014,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Eutrophication; Diatom; Paleolimnology; Nutrient; Trophic level; Deposition (geology); Ecosystem; Primary production; Climate change; Physical geography; Ecology; Sediment; Hydrology (agriculture); Geology; Geography; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006221822,0.0001796392,0.0003241139,0.0005850638,0.0001054246,0.00001237947,0.0002084757,0.0002813714,0.0002769611],"category_scores_gemma":[0.0001197825,0.0001812229,0.0000386758,0.0009894127,0.0006224623,0.0001352998,0.000187906,0.0003169722,0.00004053925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000714704,"about_ca_system_score_gemma":0.000005875148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001360198,"about_ca_topic_score_gemma":0.0251851,"domain_scores_codex":[0.9981008,0.0003926881,0.0003075241,0.0005923983,0.0001010729,0.0005055517],"domain_scores_gemma":[0.9994563,0.00006000104,0.0001148285,0.0003121115,0.000009436563,0.00004725243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004592528,0.0001024623,0.9851004,0.000007356102,0.00001562247,0.00001561112,0.0003531107,0.0007981696,0.004296388,0.0003718412,0.00005415472,0.008838885],"study_design_scores_gemma":[0.0005852377,0.0001726132,0.9853735,0.00001522691,0.00003114876,0.00006311372,0.0002235781,0.001717162,0.001572157,0.005240136,0.004744247,0.0002618602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964043,0.0003291699,0.00002933036,0.002020297,0.0003488711,0.0002167992,8.361805e-7,0.0000322281,0.0006181126],"genre_scores_gemma":[0.9972796,0.001653898,0.0003528069,0.0005494985,0.00005718699,0.00002186723,0.000007738699,0.00001232813,0.0000650861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02504908,"threshold_uncertainty_score":0.9926027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146038851538008,"score_gpt":0.2274941312042113,"score_spread":0.2160337426888312,"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."}}