{"id":"W2982523689","doi":"","title":"Methane Emissions across Aquatic Ecosystems - From Headwater Streams to the Open Ocean","year":2019,"lang":"en","type":"article","venue":"AGUFM","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université du Québec à Montréal","funders":"","keywords":"STREAMS; Environmental science; Ecosystem; Aquatic ecosystem; Methane; Methane emissions; Oceanography; Hydrology (agriculture); Ecology; Geology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113185,0.0002404601,0.0001635325,0.0006550798,0.0004215775,0.0006893392,0.0001367627,0.0003000732,0.0009924434],"category_scores_gemma":[0.0002845605,0.0000879883,0.0002690799,0.001349943,0.0002035845,0.000660761,0.0006850865,0.0001626215,0.00008054724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009100318,"about_ca_system_score_gemma":0.000742296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08949187,"about_ca_topic_score_gemma":0.1432901,"domain_scores_codex":[0.9999064,0.00001647042,0.000006598934,0.0000189053,0.00002047549,0.00003109128],"domain_scores_gemma":[0.9998968,0.00001883204,0.00002797741,0.000004971341,0.00003200922,0.00001939827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005207332,0.00009578202,0.9191919,0.0001380266,0.0001665233,0.0005010575,0.0006503547,0.003486986,0.02065355,0.001046357,0.0006699872,0.05287879],"study_design_scores_gemma":[0.000007216571,0.00007765667,0.989957,0.0000304141,0.00005480613,0.00007588829,0.001472901,0.003035947,0.00263996,0.0005567268,0.002082103,0.000009277403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969441,0.0004812309,0.0002210914,0.0001644162,0.000006740461,0.000005625424,0.0004755512,0.000006531764,0.001694609],"genre_scores_gemma":[0.9982601,0.0005081496,0.0001809918,0.00003769587,0.000006710566,0.000003453124,0.000265702,0.000002603678,0.0007345816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08949187,"threshold_uncertainty_score":0.1779419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009854248845813372,"score_gpt":0.2466650338073453,"score_spread":0.2368107849615319,"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."}}