{"id":"W2999632079","doi":"","title":"Seasonal Variation in Net Ecosystem Methane Flux in a Moderately-Rich Fen in Northern Alberta: Comparison Between Measurements and Model Calculations","year":2007,"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":"","funders":"","keywords":"Ecosystem; Methane; Environmental science; Flux (metallurgy); Atmospheric sciences; Ecology; Hydrology (agriculture); Physical geography; Geography; Chemistry; Biology; 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":[0.0005705585,0.0001518925,0.0002262795,0.00002327974,0.00004016285,0.00001406997,0.0001061134,0.0001113864,0.00003969141],"category_scores_gemma":[0.00001700841,0.0001580412,0.00001952971,0.0002885018,0.00003409726,0.000218903,0.00009414315,0.0001597797,0.00002953017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007551525,"about_ca_system_score_gemma":0.00001068837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01167929,"about_ca_topic_score_gemma":0.2533006,"domain_scores_codex":[0.9985952,0.00006865539,0.0003888429,0.000319877,0.0003061144,0.000321309],"domain_scores_gemma":[0.9996389,0.00006254082,0.00007979782,0.0001280248,0.000002580729,0.00008822443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001124395,0.00005225073,0.5082511,0.000002257373,0.000003165987,0.000001605064,0.000695955,0.4896096,0.0001882079,0.000005404488,9.028109e-7,0.001178378],"study_design_scores_gemma":[0.0003604775,0.000009737556,0.5106723,0.000008304522,0.000004763988,6.109705e-7,0.00006570893,0.4886416,0.00001600405,0.0001261634,0.00000715277,0.0000871343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725676,0.00002769171,0.02574907,0.00005451034,0.00001909382,0.0002752644,0.000002530605,0.000007899528,0.001296387],"genre_scores_gemma":[0.9950057,0.000003668415,0.0047077,0.00004000866,0.00001061657,0.00001537358,0.0000203336,0.00001518449,0.000181418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2416213,"threshold_uncertainty_score":0.994902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543305403741249,"score_gpt":0.2494478497369201,"score_spread":0.2240147956995076,"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."}}