{"id":"W4398243381","doi":"10.1007/s10021-024-00904-1","title":"Wind as a Driver of Peat CO2 Dynamics in a Northern Bog","year":2024,"lang":"en","type":"article","venue":"Ecosystems","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Université de Montréal; McGill University; Université du Québec","funders":"Natural Sciences and Engineering Research Council of Canada; Sveriges Lantbruksuniversitet; Svenska Forskningsrådet Formas","keywords":"Peat; Environmental science; Bog; Diffusion; Atmospheric sciences; Wind speed; Diel vertical migration; Atmosphere (unit); Soil science; Hydrology (agriculture); Geology; Ecology; Meteorology; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001788396,0.00008197345,0.0001581593,0.00004648769,0.00002013561,0.00001658012,0.0001255827,0.00006565313,0.000746152],"category_scores_gemma":[0.000009509611,0.00006779908,0.00004440658,0.0001694786,0.00003581318,0.000073241,0.00007184248,0.00008230514,0.0009417159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003030982,"about_ca_system_score_gemma":0.00001434762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002509946,"about_ca_topic_score_gemma":0.1687495,"domain_scores_codex":[0.9992691,0.00003541513,0.0001948349,0.000203537,0.0001196535,0.0001774952],"domain_scores_gemma":[0.9997423,0.00004184006,0.00003200617,0.0001372221,0.000002663156,0.00004398072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007208576,0.00003291007,0.9965486,0.00003729121,0.00001077069,0.00009260737,0.0004412941,0.000294854,0.0004397801,0.0002750588,0.001149624,0.0006699787],"study_design_scores_gemma":[0.001285126,0.0005340876,0.6100742,0.0003507499,0.00003755157,0.0002521713,0.0008568295,0.2769342,0.0002536768,0.001786474,0.1070257,0.0006091617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583251,0.0001025449,0.00002039677,0.0001404101,0.0002708929,0.0001278919,0.00001695307,0.00002239312,0.04097341],"genre_scores_gemma":[0.9981862,0.00001344691,0.00001091205,0.00002012424,0.0000377792,0.0000072143,0.00001757152,0.00001014977,0.001696578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3864744,"threshold_uncertainty_score":0.9998361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004839071592654291,"score_gpt":0.2076872590864342,"score_spread":0.2028481874937799,"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."}}