{"id":"W4407613528","doi":"10.1029/2024jf007930","title":"Future Trajectories of Peatland Permafrost Under Climate and Ecosystem Change in Northeastern Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Geophysical Research Earth Surface","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; Canada Research Chairs; Weston Family Foundation; Association of Canadian Universities for Northern Studies","keywords":"Permafrost; Peat; Climate change; Ecosystem; Physical geography; Environmental science; Earth science; Environmental resource management; Climatology; Geography; Ecology; Geology; Oceanography; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001994188,0.000197662,0.0001562808,0.0003000489,0.000859608,0.0007677528,0.0005544461,0.0003849976,0.001433817],"category_scores_gemma":[0.0004137376,0.0001372566,0.000362997,0.0004249875,0.0002753334,0.0002612212,0.0002744877,0.0002755188,0.0001140723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008748427,"about_ca_system_score_gemma":0.005505474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9497425,"about_ca_topic_score_gemma":0.9637663,"domain_scores_codex":[0.9999371,0.000007569158,0.000003027162,0.00001422974,0.00001426935,0.00002390944],"domain_scores_gemma":[0.9997945,0.00002657795,0.00002048963,0.00001016756,0.0001014965,0.00004662694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000126576,0.0000697495,0.6884427,0.00003178589,0.0001094361,0.0002356955,0.0002625747,0.3000402,0.001804772,0.0009722152,0.001655584,0.006248666],"study_design_scores_gemma":[0.00005232346,0.00008118945,0.4563364,0.00003557901,0.00006315995,0.00008340024,0.001186111,0.5377911,0.000967667,0.0005946454,0.002758568,0.00004990102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977893,0.00002897964,0.0001642466,0.00005796743,0.000002778475,0.000004433711,0.001112642,0.00001531929,0.000824437],"genre_scores_gemma":[0.9982184,0.00003592873,0.0001996496,0.00001330087,7.292457e-7,0.00000422572,0.0009916668,0.00000311822,0.0005331199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0502575,"threshold_uncertainty_score":0.1011069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894167211533968,"score_gpt":0.2865752430796121,"score_spread":0.2676335709642724,"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."}}