{"id":"W4389615889","doi":"10.1007/s10933-023-00307-7","title":"Impacts of acid deposition and lake browning on long-term organic carbon storage in Canadian northern forest lakes","year":2023,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Queen's University; Université du Québec en Abitibi-Témiscamingue","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Dissolved organic carbon; Deposition (geology); Total organic carbon; Environmental science; Carbon cycle; Watershed; Hydrology (agriculture); Acid deposition; Carbon fibers; Aquatic ecosystem; Environmental chemistry; Sediment; Physical geography; Geology; Ecology; Ecosystem; Chemistry; Geography; Soil water; Soil science; Geomorphology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002554376,0.00007785426,0.0002069121,0.0004269378,0.00003228512,0.00001345532,0.00009526101,0.00007983215,0.0001130387],"category_scores_gemma":[0.00005433551,0.00006366713,0.00002914021,0.0002336222,0.00002902695,0.00007397407,0.000007180115,0.0001675566,0.000009557997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009697083,"about_ca_system_score_gemma":0.0001484915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09295495,"about_ca_topic_score_gemma":0.9988212,"domain_scores_codex":[0.9992064,0.00006556127,0.0002735967,0.00008185802,0.0001087667,0.0002637843],"domain_scores_gemma":[0.9995036,0.00004949659,0.0001808902,0.00006761879,0.00003938275,0.0001589956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003813486,0.000005250603,0.9943198,0.00003158094,0.00001515734,0.0004690748,0.0001963025,0.0004928195,0.0003199542,0.000002839418,0.000005210954,0.00410386],"study_design_scores_gemma":[0.0002912407,0.0004808872,0.9974945,0.00007000598,0.000008843252,0.0002726685,0.00009603101,0.001084175,0.00007945104,0.00004204459,0.000020728,0.00005948844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998324,0.0002942844,0.000001596499,0.0001822638,0.0002067368,0.00005002565,0.00001526672,0.000004981817,0.0009208187],"genre_scores_gemma":[0.9997133,0.0001203816,0.000004005588,0.00003531817,0.00008174827,1.4706e-7,0.00002054665,0.000003022573,0.00002154174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9058662,"threshold_uncertainty_score":0.9130852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0084246569210559,"score_gpt":0.1995212658564285,"score_spread":0.1910966089353726,"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."}}