{"id":"W4285092410","doi":"10.1021/acs.est.2c01730","title":"Magnitude and Drivers of Oxic Methane Production in Small Temperate Lakes","year":2022,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Methanogenesis; Methane; Environmental science; Temperate climate; Isotopes of carbon; Sediment; Environmental chemistry; Biogeochemical cycle; Chlorophyll a; Carbon cycle; Total organic carbon; Hydrology (agriculture); Oceanography; Ecology; Ecosystem; Chemistry; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002939546,0.0002593439,0.0002184248,0.0007343226,0.0003293483,0.0007059917,0.0001969922,0.0002273267,0.0008241989],"category_scores_gemma":[0.0007057859,0.0002154112,0.0002393493,0.0007099999,0.0004829114,0.0004734656,0.0009423268,0.0001553928,0.0001026867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004829724,"about_ca_system_score_gemma":0.0003537241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009177966,"about_ca_topic_score_gemma":0.01211681,"domain_scores_codex":[0.9998497,0.00002142424,0.00001634923,0.00005763938,0.00002397031,0.00003090774],"domain_scores_gemma":[0.9995449,0.00006708501,0.0002265983,0.00001832441,0.00006210749,0.00008092723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001927917,0.00002017781,0.9569347,0.00007933938,0.00008541041,0.0002015484,0.000684501,0.0006588079,0.0368556,0.0003396347,0.00008653959,0.003860987],"study_design_scores_gemma":[0.000002846221,0.00001544209,0.9985377,0.000003032764,0.00001563903,0.00002633184,0.0002583383,0.0005418795,0.0003567521,0.00008129139,0.0001566647,0.000004257504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993266,0.0001014222,0.00008463252,0.00003158712,8.24234e-7,0.000002592755,0.0001034784,0.000007570333,0.0003412675],"genre_scores_gemma":[0.9997628,0.00005174472,0.00004663556,0.000005555606,0.000002280351,0.000002694973,0.00008104992,0.000002144873,0.00004518005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009177966,"threshold_uncertainty_score":0.01824903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004278390095042981,"score_gpt":0.1812159295750601,"score_spread":0.1769375394800171,"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."}}