{"id":"W4411038075","doi":"10.1007/s10933-025-00358-y","title":"Increasing carbon burial over recent decades despite re-oligotrophication in deep peri-alpine Lake Aiguebelette, France","year":2025,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Agence Nationale de la Recherche","keywords":"Sedimentology; Peri; Climate change; Paleolimnology; Geology; Physical geography; Environmental science; Earth science; Geography; Oceanography; Geochemistry","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":[0.0003432728,0.0001727948,0.0001932259,0.0007938528,0.0006518473,0.001023584,0.0002731804,0.0004758414,0.001137],"category_scores_gemma":[0.0005272612,0.00009938739,0.0001535091,0.0008537869,0.0004922215,0.0005567773,0.0005850418,0.0001688574,0.0001481181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181474,"about_ca_system_score_gemma":0.001021876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2043242,"about_ca_topic_score_gemma":0.3250131,"domain_scores_codex":[0.999869,0.00002212651,0.00001546843,0.00003263873,0.00002565415,0.00003508423],"domain_scores_gemma":[0.999663,0.00003558111,0.0001268055,0.00001196771,0.0001176144,0.00004505446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003418895,0.0000473868,0.9646739,0.0001247022,0.0001540073,0.0004847029,0.00201929,0.0007109115,0.007816578,0.0003203302,0.0005073235,0.02279885],"study_design_scores_gemma":[0.000003424619,0.00001549408,0.9976493,0.00000953763,0.00001215683,0.00004775647,0.0006162446,0.0003024223,0.0001873227,0.00003386473,0.001119374,0.000003137882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982175,0.0006485138,0.00004377969,0.0002631387,0.000005389399,0.000001207959,0.0002045905,0.000007772207,0.000608118],"genre_scores_gemma":[0.9992502,0.0001316807,0.00004946873,0.00003021544,0.000005354109,0.0000012184,0.00008730721,0.000001713064,0.0004427691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2043242,"threshold_uncertainty_score":0.4062699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061640655319132,"score_gpt":0.2655647233160543,"score_spread":0.2549483167628629,"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."}}