{"id":"W2059261379","doi":"10.1029/2012jg001945","title":"Geographical and environmental drivers of regional differences in the lake <i>p</i> CO <sub>2</sub> versus DOC relationship across northern landscapes","year":2012,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Dissolved organic carbon; Boreal; Temperate climate; Environmental science; Co-occurrence; Ecology; Physical geography; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003193805,0.0001554063,0.0002824447,0.0009768477,0.0006108839,0.0008697805,0.0002652091,0.0002380548,0.0007847661],"category_scores_gemma":[0.0007395934,0.0001399587,0.0002033453,0.001404584,0.000705048,0.0002181287,0.0003590451,0.0001713807,0.00006609083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002462035,"about_ca_system_score_gemma":0.001288754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6456725,"about_ca_topic_score_gemma":0.829242,"domain_scores_codex":[0.9997864,0.00003414244,0.00001079374,0.0000700844,0.0000302521,0.00006826285],"domain_scores_gemma":[0.9993472,0.00009293926,0.0002043676,0.00003571399,0.0002000386,0.000119886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001401969,0.00001902468,0.9764555,0.00004943289,0.0001713406,0.0001996836,0.0009598762,0.000544888,0.01434081,0.0001350565,0.0002189307,0.00676538],"study_design_scores_gemma":[7.260281e-7,0.000002947098,0.9995351,0.000001623233,0.000006801849,0.0000143024,0.0002117442,0.00007287759,0.00004865939,0.000008982912,0.00009404594,0.000002224935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998979,0.0001931578,0.00007419752,0.00003253022,8.634802e-7,0.000003655454,0.0002423804,0.000006753394,0.0004675754],"genre_scores_gemma":[0.9994979,0.00007006491,0.0001033649,0.00001297508,0.000001322339,0.000003184437,0.0001941489,0.000003074802,0.0001140159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6456725,"threshold_uncertainty_score":0.7128284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03287696021372895,"score_gpt":0.2680474190102169,"score_spread":0.235170458796488,"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."}}