{"id":"W2130039200","doi":"10.5194/bg-8-41-2011","title":"Annual follow-up of gross diffusive carbon dioxide and methane emissions from a boreal reservoir and two nearby lakes in Québec, Canada","year":2011,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; GDG Environnement","funders":"Hydro-Québec","keywords":"Environmental science; Flux (metallurgy); Greenhouse gas; Boreal; Carbon dioxide; Atmospheric sciences; Methane; Spring (device); Climatology; Oceanography; Geology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001361973,0.0001362146,0.0001818763,0.000009105086,0.00008043853,0.000005700307,0.0002236355,0.00004407069,0.00008091096],"category_scores_gemma":[0.00004383091,0.00010731,0.00001835782,0.0002099457,0.0009410613,0.0001495511,0.0002982861,0.00007277553,4.885453e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074603,"about_ca_system_score_gemma":0.00007603526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953507,"about_ca_topic_score_gemma":0.9821466,"domain_scores_codex":[0.998847,0.00004274897,0.0001916016,0.0003606153,0.0002969918,0.000261011],"domain_scores_gemma":[0.9995294,0.00006127613,0.00008524749,0.0001487376,0.000002710775,0.000172654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002751334,0.00003312262,0.9915455,0.000001981582,0.000003851188,0.0000127167,0.00242364,0.00003049048,0.004430437,0.000009611107,0.00003891283,0.001442196],"study_design_scores_gemma":[0.0003905042,0.00007271389,0.9922535,0.00001299224,0.00001051972,0.000003469198,0.003285415,0.001666218,0.001160824,0.0002305782,0.0007585204,0.0001547754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982454,0.0002625647,0.0000151258,0.0001238211,0.00008883194,0.00009853247,0.00008831784,0.000006906247,0.001070522],"genre_scores_gemma":[0.9976978,0.000109132,0.001752846,0.00007013478,0.000008316625,0.000006543498,0.000002836809,0.000006032097,0.0003463451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01320409,"threshold_uncertainty_score":0.4375976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009432933361954107,"score_gpt":0.2024336389208103,"score_spread":0.1930007055588562,"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."}}