{"id":"W2082428244","doi":"10.1038/nature14172","title":"Decrease in CO2 efflux from northern hardwater lakes with increasing atmospheric warming","year":2015,"lang":"en","type":"article","venue":"Nature","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":155,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Biogeochemical cycle; Dissolved organic carbon; Environmental science; Environmental chemistry; Carbon cycle; Carbon dioxide; Ecosystem; Carbon dioxide in Earth's atmosphere; Atmosphere (unit); Carbon fibers; Organic matter; Chemistry; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002052808,0.0001270085,0.0001610836,0.00001345649,0.00004230264,0.00006368512,0.0001444204,0.0002843569,0.0005419599],"category_scores_gemma":[0.00007471451,0.00008468905,0.00002015407,0.0001882863,0.0000184709,0.0001832278,0.00001446908,0.0006454994,0.0001391101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008280746,"about_ca_system_score_gemma":0.0001053146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06201722,"about_ca_topic_score_gemma":0.3430132,"domain_scores_codex":[0.999117,0.00007906817,0.0001227543,0.0002158306,0.0002456088,0.0002197745],"domain_scores_gemma":[0.9994751,0.00007614964,0.0000446479,0.000146335,0.00004648303,0.0002112779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001499822,0.000009374447,0.9869025,0.000006251805,0.000009615121,0.00008885063,0.0001960625,0.0007436131,0.000007841958,0.000001766855,0.0002438167,0.01164036],"study_design_scores_gemma":[0.001388503,0.000166192,0.9247258,0.0001206076,0.00002380331,0.00006984575,0.00109875,0.01543588,0.00009962967,0.000265586,0.05619504,0.0004103133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828789,0.0008208603,0.000005779723,0.0001113082,0.0001486047,0.00009946032,0.00004220313,0.00003600379,0.01585684],"genre_scores_gemma":[0.9982283,0.000004107244,0.0007001381,0.0003756258,0.0001547318,9.855448e-7,0.0002390412,0.000005263534,0.0002918477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.280996,"threshold_uncertainty_score":0.9442289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006649588999934686,"score_gpt":0.1862546160515116,"score_spread":0.1796050270515769,"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."}}