{"id":"W2583551474","doi":"","title":"Comparison of N 2 O fluxes measured using flux-gradient, eddy-covariance, and chamber methods from an agricultural site","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Eddy covariance; Flux (metallurgy); Environmental science; Atmospheric sciences; Meteorology; Physics; Chemistry; Ecosystem","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006483276,0.0002457369,0.0003851846,0.000007935577,0.0001269734,0.0000347476,0.0001655719,0.000123241,0.00004134606],"category_scores_gemma":[0.00006486716,0.0002039794,0.00005366723,0.000165224,0.0002502174,0.0003860534,0.0002921127,0.0001546873,0.00003159612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054886,"about_ca_system_score_gemma":0.000007838597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078612,"about_ca_topic_score_gemma":0.0009686981,"domain_scores_codex":[0.9981774,0.0002439458,0.0003895233,0.0004396475,0.0004061239,0.0003433642],"domain_scores_gemma":[0.999113,0.000055618,0.0002692235,0.0002614356,0.00001357121,0.0002871053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003057173,0.0001279631,0.7388923,0.00000545173,0.00002876598,0.000002767091,0.004145606,0.1656275,0.0873877,0.00000755613,0.0003564288,0.00338741],"study_design_scores_gemma":[0.001206553,0.0002496032,0.4700017,0.00008606281,0.0001715746,0.00002564893,0.006225271,0.5128369,0.005565268,0.0003030569,0.002523722,0.0008046755],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702039,0.0003926374,0.02710102,0.00003036587,0.0001894636,0.000155457,0.000006467409,0.00003443593,0.001886238],"genre_scores_gemma":[0.6451299,0.000006115136,0.3545623,0.00003994545,0.00005728457,0.000003120065,0.00001942687,0.00001772785,0.0001642272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472094,"threshold_uncertainty_score":0.9958012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04402855836690435,"score_gpt":0.3210224201413248,"score_spread":0.2769938617744205,"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."}}