{"id":"W2097885549","doi":"10.4319/lo.2014.59.5.1612","title":"Regional‐scale variation of dissolved organic carbon concentrations in Swedish lakes","year":2014,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"University of Vermont; University of Virginia","keywords":"Dissolved organic carbon; Altitude (triangle); Spatial variability; Environmental science; Spatial ecology; Surface runoff; Hydrology (agriculture); Scale (ratio); Drainage basin; Physical geography; Ecology; Geology; Geography; Biology","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":[0.0004279989,0.00013772,0.0002411737,0.001149439,0.0002387565,0.0005793146,0.0001753868,0.0001709422,0.0002153626],"category_scores_gemma":[0.001082872,0.0001800759,0.0002887418,0.001151276,0.0003328403,0.0002964779,0.0004314813,0.0001042881,0.00005988011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005319082,"about_ca_system_score_gemma":0.0003036744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02830582,"about_ca_topic_score_gemma":0.04170136,"domain_scores_codex":[0.9997645,0.00005208126,0.00002740303,0.00008074978,0.00004083245,0.00003443757],"domain_scores_gemma":[0.9993019,0.000265751,0.0001787668,0.00004553129,0.0001624934,0.00004554823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001200815,0.00001278287,0.9858401,0.00004025765,0.0002115417,0.0001756169,0.0008329944,0.00199942,0.00367045,0.00007377596,0.0001363221,0.006886654],"study_design_scores_gemma":[0.00000231922,0.00001081739,0.9986046,0.000005517266,0.00003135558,0.00004070744,0.0002589207,0.0006552378,0.00015868,0.00003277955,0.0001943253,0.000004798634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995313,0.0001265634,0.00008198507,0.000006786279,8.960985e-7,8.155469e-7,0.0001215397,0.000004056707,0.0001260297],"genre_scores_gemma":[0.9994342,0.00007372541,0.0001286923,0.000003419614,0.000001392378,0.000002294604,0.0002977167,0.000002381091,0.00005612746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02830582,"threshold_uncertainty_score":0.05628216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00571900950900122,"score_gpt":0.1730701357572537,"score_spread":0.1673511262482524,"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."}}