{"id":"W1994866540","doi":"10.1007/s10021-001-0022-3","title":"Changes in Biomass, Aboveground Net Primary Production, and Peat Accumulation following Permafrost Thaw in the Boreal Peatlands of Manitoba, Canada","year":2001,"lang":"en","type":"article","venue":"Ecosystems","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":153,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peat; Bog; Permafrost; Boreal; Environmental science; Primary production; Sphagnum; Ecological succession; Biomass (ecology); Ecosystem; Ecology; Taiga; Vegetation (pathology); Climate change; Physical geography; Biology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004840806,0.0001092186,0.0001890502,0.0000531023,0.00007040353,0.00002227939,0.0001353914,0.00005343006,0.00003281554],"category_scores_gemma":[0.00001661832,0.00007935995,0.00001793302,0.0002482291,0.00002806682,0.0001329631,0.00004910659,0.00007576139,0.000001566339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072413,"about_ca_system_score_gemma":0.00002646413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7078575,"about_ca_topic_score_gemma":0.9981225,"domain_scores_codex":[0.9989944,0.0001045884,0.0002230436,0.0002398688,0.0002072194,0.0002308739],"domain_scores_gemma":[0.9996599,0.00005623132,0.00007744779,0.0001705764,0.000004217749,0.0000316216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001448179,0.00002718324,0.996313,0.0000191645,0.000004521827,0.00003864514,0.000495358,0.00004238185,0.0007638357,0.000004928092,0.001988915,0.0002875206],"study_design_scores_gemma":[0.0003158141,0.00004070262,0.9931833,0.00002760198,0.000006017142,0.0000594977,0.0007381444,0.0003948454,0.00003718138,0.00001926576,0.00508299,0.00009469025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943442,0.0001183542,0.000002163082,0.0008040397,0.0002649573,0.0003016936,0.00002210988,0.000006078018,0.004136394],"genre_scores_gemma":[0.9994586,0.00005537785,0.000006148775,0.00007546217,0.0001105397,0.00002983717,0.0001784162,0.000006999941,0.00007860595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.290265,"threshold_uncertainty_score":0.3236205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630686656811026,"score_gpt":0.2205229030328582,"score_spread":0.204216036464748,"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."}}