{"id":"W2003258270","doi":"10.5194/bg-12-3119-2015","title":"Environmental correlates of peatland carbon fluxes in a thawing landscape: do transitional thaw stages matter?","year":2015,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Peat; Permafrost; Environmental science; Ecosystem; Substrate (aquarium); Flux (metallurgy); Atmospheric sciences; Wetland; Soil science; Ecology; Geology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000553025,0.0001371378,0.0002493069,0.0003781664,0.0002286161,0.000593391,0.0001463013,0.0002377377,0.001251427],"category_scores_gemma":[0.001494946,0.0001071076,0.0002047287,0.00043162,0.000362345,0.0004281227,0.0002652399,0.0002350852,0.000100191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705347,"about_ca_system_score_gemma":0.000196132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0051025,"about_ca_topic_score_gemma":0.01018226,"domain_scores_codex":[0.9998776,0.00004216505,0.000008675954,0.00002873422,0.000011543,0.00003120513],"domain_scores_gemma":[0.9986743,0.0005391492,0.0004131582,0.000070412,0.0001096241,0.0001934666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000902615,0.00001387316,0.9971316,0.000005658845,0.00004640179,0.00004168985,0.00007469629,0.0001398718,0.001117704,0.00003594884,0.00002476727,0.001277506],"study_design_scores_gemma":[2.570582e-7,0.00000645277,0.9996912,7.925836e-7,0.000004066995,0.000008348999,0.000049699,0.0001696539,0.00003239276,0.00002195751,0.00001449781,5.852846e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999667,0.0000607864,0.00006180846,0.00001284829,0.000001120115,7.833883e-7,0.00006155187,0.000001485547,0.000132602],"genre_scores_gemma":[0.9998389,0.00001827651,0.00002359254,0.000006091243,0.000002501072,6.105751e-7,0.00006200536,0.000001264063,0.00004675467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0051025,"threshold_uncertainty_score":0.01014555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574016944384269,"score_gpt":0.2162385796159556,"score_spread":0.1904984101721129,"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."}}