{"id":"W4323654776","doi":"10.1029/2022jg007091","title":"Eddy Covariance Data Reveal That a Small Freshwater Reservoir Emits a Substantial Amount of Carbon Dioxide and Methane","year":2023,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Eddy covariance; Environmental science; Greenhouse gas; Carbon dioxide; Methane; Atmospheric sciences; Hydrology (agriculture); Ecosystem; Oceanography; Ecology; Geology","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":[0.00007962371,0.0001814465,0.0001744467,0.0002196093,0.0002505857,0.000317251,0.0001282349,0.0001516352,0.0006683118],"category_scores_gemma":[0.0001759795,0.0001223289,0.0001384974,0.0002716556,0.000101245,0.0002028057,0.0001630085,0.000118892,0.0001060884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934492,"about_ca_system_score_gemma":0.0002743819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01715575,"about_ca_topic_score_gemma":0.03848615,"domain_scores_codex":[0.9999639,0.000002337544,0.000001583672,0.00001285779,0.000008897989,0.00001038931],"domain_scores_gemma":[0.9998454,0.00002462424,0.00003895553,0.00001101,0.00005525726,0.00002465231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002520428,0.0001320743,0.5157141,0.000054498,0.0001125423,0.0002203043,0.0001070097,0.007507675,0.4592592,0.0002247566,0.001297288,0.01511846],"study_design_scores_gemma":[0.00001204276,0.00007139074,0.9095843,0.000008805241,0.00003572682,0.00008619724,0.0001143006,0.04164292,0.04706555,0.0001083789,0.001246017,0.00002440341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978698,0.00001878944,0.001030236,0.00001510029,0.000003155105,0.000004592052,0.0004655776,0.00004529004,0.0005473204],"genre_scores_gemma":[0.9990095,0.00001132226,0.0005040893,0.000005602077,0.000001049353,0.000003100522,0.0002352364,0.000004049894,0.0002260361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01715575,"threshold_uncertainty_score":0.0341118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07767368567560261,"score_gpt":0.3194532664668297,"score_spread":0.2417795807912271,"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."}}