{"id":"W4242336708","doi":"10.5194/egusphere-egu21-3220","title":"Divergent responses of permafrost peatlands to recent climate change","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Permafrost; Peat; Environmental science; Climate change; Global warming; Greenhouse gas; Thermokarst; Vegetation (pathology); Sphagnum; Soil carbon; Atmospheric sciences; Ecology; Soil water; Soil science; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000167236,0.00008542173,0.0001305137,0.0003797765,0.0001988749,0.0004180337,0.0001037973,0.0001919632,0.001060936],"category_scores_gemma":[0.0004852673,0.00007191532,0.000123753,0.0003324372,0.000297386,0.0002017834,0.0003562677,0.0001448497,0.0001714827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720378,"about_ca_system_score_gemma":0.0001133392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003522553,"about_ca_topic_score_gemma":0.007643277,"domain_scores_codex":[0.9999253,0.00001763775,0.000004589756,0.00002385094,0.000009129039,0.00001943717],"domain_scores_gemma":[0.9997877,0.00004982201,0.00005897458,0.00002470323,0.00003286095,0.00004589679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003656212,0.00004002639,0.9174059,0.0000571003,0.0001641293,0.0003446947,0.002089967,0.00237982,0.05619296,0.0005923792,0.0002813133,0.02008624],"study_design_scores_gemma":[0.000001220675,0.00001095798,0.9984158,0.000002608309,0.000005044025,0.00005032832,0.000301154,0.0003636847,0.0004320883,0.0001389757,0.0002746061,0.000003500715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994808,0.00002698269,0.0000450597,0.00001572667,9.634734e-7,3.844344e-7,0.00005913385,0.000002998375,0.0003679965],"genre_scores_gemma":[0.9996854,0.00002530864,0.0000514218,0.000006767728,0.000001227075,9.098322e-7,0.0001161534,0.000003249657,0.0001096078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003522553,"threshold_uncertainty_score":0.007004082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04015241557715916,"score_gpt":0.277998254740308,"score_spread":0.2378458391631488,"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."}}