{"id":"W2034243398","doi":"10.1002/hyp.1461","title":"Long‐term carbon storage and hydrological control of CO<sub>2</sub> exchange in tundra ponds in the Hudson Bay Lowland","year":2004,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Wilfrid Laurier University","funders":"Churchill Northern Studies Centre","keywords":"Tundra; Environmental science; Bay; Sediment; Hydrology (agriculture); Precipitation; Aeolian processes; Peat; Total organic carbon; Carbon dioxide; Oceanography; Ecology; Geology; Environmental chemistry; Arctic; Geography; Chemistry; Geomorphology","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":[0.0006082488,0.0002198629,0.0004171066,0.0000689169,0.0000652646,0.00002242389,0.0003225438,0.0002619313,0.0001313422],"category_scores_gemma":[0.000175398,0.0001310912,0.00003741286,0.0003476677,0.0005634832,0.0001123394,0.0001140568,0.0003200434,0.00001061571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006114321,"about_ca_system_score_gemma":0.00001882702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009081389,"about_ca_topic_score_gemma":0.002092722,"domain_scores_codex":[0.9983166,0.0001654968,0.0003388285,0.0004577622,0.0002486005,0.0004727186],"domain_scores_gemma":[0.999332,0.0002884621,0.0001132773,0.0001750951,0.000007690696,0.00008350303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002640081,0.0004706396,0.9873343,0.00007013611,0.000005981691,0.000371911,0.0006169251,0.001841795,0.008530826,0.00002564819,0.00001223862,0.0004555697],"study_design_scores_gemma":[0.002932043,0.001274492,0.9902601,0.00002240548,0.00001676334,0.0001053106,0.00002824322,0.0008300582,0.001589833,0.002656293,0.00005355657,0.0002309126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959944,0.0004919056,0.00007991039,0.0008015362,0.00002270296,0.0003566079,0.000008354608,0.00002325889,0.002221327],"genre_scores_gemma":[0.9987208,0.0003546081,0.000007910403,0.0007777982,0.00003496509,0.00007823383,0.00001198023,0.000007765025,0.000005896638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006940993,"threshold_uncertainty_score":0.5345743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124889848455853,"score_gpt":0.2242012637929749,"score_spread":0.2129523653084163,"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."}}