{"id":"W4416768654","doi":"10.1002/ppp.70016","title":"A Decade of Post‐Fire Succession Amplifies the Effect of Wildfire on the Surface Radiation Balance and Permafrost Thaw in Subarctic Peatlands","year":2025,"lang":"en","type":"article","venue":"Permafrost and Periglacial Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Alberta; Queen's University; Wilfrid Laurier University","funders":"Global Water Futures; ArcticNet","keywords":"Permafrost; Subarctic climate; Peat; Ecological succession; Taiga; Boreal; Plateau (mathematics); Thermokarst; Climate change","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":[0.0003983913,0.0001533926,0.0001950059,0.0002917097,0.0002686969,0.0003949764,0.0001438345,0.0001596182,0.001119025],"category_scores_gemma":[0.0003810532,0.00009399045,0.000195945,0.0001554941,0.0001994675,0.000221821,0.0002558407,0.0001902172,0.0001188439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003899816,"about_ca_system_score_gemma":0.000274433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109126,"about_ca_topic_score_gemma":0.03716794,"domain_scores_codex":[0.9999216,0.00001400302,0.000005348149,0.00001929365,0.00001070847,0.00002905481],"domain_scores_gemma":[0.9997157,0.00004875887,0.00008610052,0.00002334319,0.0000462488,0.00007988569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002883206,0.0001144718,0.9721023,0.00002142074,0.00005969781,0.0001669147,0.0002803781,0.000442298,0.02046254,0.00003981342,0.00008623475,0.005935667],"study_design_scores_gemma":[5.038907e-7,0.00001520008,0.9994905,0.000001297275,0.000003236885,0.00001393815,0.0001077884,0.0001373632,0.000174211,0.000007046897,0.00004807985,6.644567e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997517,0.00003329981,0.000030272,0.000006107277,0.000001433123,9.095509e-7,0.00003567621,0.000001880665,0.0001387582],"genre_scores_gemma":[0.9997911,0.00001987985,0.00003151814,0.000006516999,0.000002156519,0.000001121876,0.00005788807,8.817428e-7,0.0000890457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109126,"threshold_uncertainty_score":0.02169818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009861278856371938,"score_gpt":0.2445242342153919,"score_spread":0.23466295535902,"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."}}