{"id":"W2604629008","doi":"10.1002/eap.1552","title":"Inland waters and their role in the carbon cycle of Alaska","year":2017,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Park Service; U.S. Geological Survey; National Research Program for Biopharmaceuticals","keywords":"Environmental science; Biogeochemical cycle; Hydrology (agriculture); Carbon cycle; Climate change; Flux (metallurgy); Latitude; Greenhouse gas; Precipitation; Carbon dioxide; Ecosystem; Oceanography; Physical geography; Atmospheric sciences; Ecology; Geography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001438557,0.00004227149,0.0000701644,0.0000121644,0.0001602265,0.00003185161,0.0002085416,0.00003503216,0.0001672563],"category_scores_gemma":[0.00001042224,0.00002121051,0.00001327513,0.0000285413,0.0001145555,0.00003098258,0.00001576008,0.00005395575,0.00001518648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.230737e-7,"about_ca_system_score_gemma":0.000003414764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075507,"about_ca_topic_score_gemma":0.002907528,"domain_scores_codex":[0.9996838,0.00002104678,0.00007579014,0.00009280303,0.00003354442,0.00009302911],"domain_scores_gemma":[0.9996178,0.000136799,0.00004089507,0.0001747889,0.000006079281,0.00002362687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002725854,0.00001850189,0.9949479,0.00000251485,0.000001221261,3.996234e-7,0.0004050847,0.00001652097,0.00006050178,0.00006286427,0.00001946842,0.004462312],"study_design_scores_gemma":[0.00007027567,0.00002788384,0.9916888,0.000001254574,0.000001755754,0.000002030858,0.0003957194,0.0008991422,0.00002954043,0.003778875,0.003072695,0.00003204872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819846,0.00009066262,0.000001907791,0.001232656,0.00001162796,0.0001690592,0.000155273,0.000003928506,0.01635025],"genre_scores_gemma":[0.9996123,0.0000968295,0.00001365331,0.00013064,0.00003171737,0.0000169779,0.00007978813,5.715297e-7,0.00001755906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762762,"threshold_uncertainty_score":0.1831339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559460201511938,"score_gpt":0.2365809484952714,"score_spread":0.2109863464801521,"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."}}