{"id":"W4408253183","doi":"10.1016/j.scitotenv.2025.179041","title":"Anthropogenic increase in organic carbon production and burial in two tropical Mexican crater lakes","year":2025,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Queen's University; Institut National de la Recherche Scientifique","funders":"","keywords":"Biogeochemical cycle; Carbon sink; Sink (geography); Biogeochemistry; Total organic carbon; Environmental science; Carbon cycle; Sediment; Climate change; Carbon sequestration; Context (archaeology); Ecology; Physical geography; Hydrology (agriculture); Ecosystem; Carbon dioxide; Oceanography; 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":[0.0001418684,0.0001720534,0.0001445539,0.0005384625,0.0009253099,0.000475391,0.0003597543,0.0002913287,0.0008086255],"category_scores_gemma":[0.0004172849,0.0001985875,0.0002059489,0.0008039422,0.0007442676,0.0002556391,0.0006526206,0.0002171018,0.00005205343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161725,"about_ca_system_score_gemma":0.001021652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2173488,"about_ca_topic_score_gemma":0.4153906,"domain_scores_codex":[0.9999177,0.00001249545,0.000006856277,0.00001886665,0.00001063129,0.00003338866],"domain_scores_gemma":[0.9997463,0.00002636804,0.0001054569,0.00001398826,0.00004771398,0.00006020033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003418154,0.00008615271,0.9889071,0.00002152089,0.00005451818,0.0005579952,0.002039136,0.0002037838,0.005178745,0.00008162588,0.00008420026,0.002443507],"study_design_scores_gemma":[0.000004707119,0.0000129128,0.9984747,0.000001575151,0.000008276108,0.00003441755,0.001158079,0.00009539948,0.0001237005,0.000004918024,0.00007965104,0.000001662899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998727,0.000005811692,0.000004226423,0.000008549236,2.436238e-7,0.000001099917,0.00002377285,3.970567e-7,0.00008319455],"genre_scores_gemma":[0.9997634,0.00001514351,0.00003224428,0.000005691822,8.38966e-7,0.00000314785,0.00005372645,4.864327e-7,0.0001253951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2173488,"threshold_uncertainty_score":0.4321673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007564764862115342,"score_gpt":0.2278819373251639,"score_spread":0.2203171724630485,"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."}}