{"id":"W2114154135","doi":"10.1038/ncomms3972","title":"Increases in terrestrially derived carbon stimulate organic carbon processing and CO2 emissions in boreal aquatic ecosystems","year":2013,"lang":"en","type":"article","venue":"Nature Communications","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":336,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dissolved organic carbon; Environmental science; Aquatic ecosystem; Terrestrial ecosystem; Carbon cycle; Ecosystem; Carbon fibers; Environmental chemistry; Total organic carbon; Wetland; Carbon dioxide; Ecology; Carbon sequestration; Peat; Boreal; Chemistry; Biology; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002196262,0.0002694134,0.0001932616,0.0002671013,0.0005460867,0.0006147774,0.0002755743,0.0003917203,0.001865627],"category_scores_gemma":[0.0002880078,0.0002219664,0.0003831291,0.0002652488,0.0005208106,0.0006284311,0.0004940623,0.0003252631,0.0001753174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007800129,"about_ca_system_score_gemma":0.0004064268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332712,"about_ca_topic_score_gemma":0.02380171,"domain_scores_codex":[0.9998696,0.00001848493,0.000008812013,0.00004760591,0.00002080784,0.0000346],"domain_scores_gemma":[0.9997244,0.00005783897,0.00006595447,0.00002455199,0.00003450217,0.00009268946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00270132,0.0003432618,0.1720947,0.0001971837,0.000161929,0.000349776,0.000289492,0.0009126372,0.8095291,0.0003889732,0.0005158097,0.01251585],"study_design_scores_gemma":[0.00004282079,0.0003073658,0.9745796,0.000004234086,0.00002986304,0.000146402,0.0003854419,0.0009151472,0.02256968,0.0002647822,0.0007420455,0.0000126688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988041,0.00007834051,0.00008990165,0.00006168794,0.000008008004,0.000004066029,0.00009346483,0.000009985576,0.0008505104],"genre_scores_gemma":[0.9992301,0.00007116149,0.0001869719,0.00006203857,0.000006178789,0.000006413464,0.0001257273,0.000005426746,0.0003058498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01332712,"threshold_uncertainty_score":0.02649909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292971437837099,"score_gpt":0.2343791569885081,"score_spread":0.2214494426101371,"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."}}