{"id":"W1678752961","doi":"10.1029/2008gb003297","title":"The<i>p</i>CO<sub>2</sub>dynamics in lakes in the boreal region of northern Québec, Canada","year":2009,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Boreal; Environmental science; Trophic level; Dissolved organic carbon; Lake ecosystem; Co-occurrence; Precipitation; Drainage basin; Ecology; Water quality; Phytoplankton; Chlorophyll a; Taiga; Physical geography; Hydrology (agriculture); Ecosystem; Nutrient; Geology; Geography; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001682604,0.0001225797,0.000157108,0.00001640455,0.00006025465,0.0000277383,0.0003783723,0.00006398796,0.000004389409],"category_scores_gemma":[0.00005188695,0.00007375233,0.00004821378,0.0003063809,0.00007364624,0.00004684112,0.00001114965,0.0001238916,0.000004609416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005725663,"about_ca_system_score_gemma":0.0002576812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9537916,"about_ca_topic_score_gemma":0.9997546,"domain_scores_codex":[0.9988949,0.0000710929,0.0002896038,0.0001720298,0.0002718615,0.0003005514],"domain_scores_gemma":[0.9995126,0.0001330895,0.00007875009,0.0001962773,0.00002197438,0.00005731234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005481686,0.00001961403,0.9212198,0.000006717149,0.000003509724,0.0000418868,0.00002207435,0.00003727118,0.00005758118,0.0001694504,0.001837987,0.07652935],"study_design_scores_gemma":[0.0003231945,0.00008857013,0.9820946,0.0000396061,0.000007750388,0.0000639285,0.0009572759,0.003049718,0.001228082,0.004837962,0.007068255,0.0002410251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981788,0.0005651516,7.274818e-7,0.002740515,0.00004533644,0.0001161827,0.0002621358,0.000008412246,0.01447347],"genre_scores_gemma":[0.9993348,0.00009057254,0.000002718458,0.0003253257,0.00003900273,9.574017e-7,0.0002032442,0.000001030651,0.000002361495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07628832,"threshold_uncertainty_score":0.3007533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004966513049100617,"score_gpt":0.1806642967506225,"score_spread":0.1756977837015219,"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."}}