{"id":"W1534880473","doi":"10.1002/ppp.1849","title":"Eighteen Year Record of Forest Fire Effects on Ground Thermal Regimes and Permafrost in the Central Mackenzie Valley, NWT, Canada","year":2015,"lang":"en","type":"article","venue":"Permafrost and Periglacial Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"Aboriginal Affairs and Northern Development Canada","keywords":"Permafrost; Transect; Geology; Active layer; Boreal; Taiga; Vegetation (pathology); Interception; Hydrology (agriculture); Environmental science; Snow; Evapotranspiration; Physical geography; Geomorphology; Ecology; Oceanography; Forestry; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002646753,0.0002722491,0.0003293646,0.00006036808,0.0002106938,0.0001491534,0.0002597981,0.0001048338,0.0003743367],"category_scores_gemma":[0.0001243366,0.0001832443,0.0000332331,0.0002727024,0.0001955667,0.0002775331,0.00003000969,0.0002088043,0.000007739424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001358256,"about_ca_system_score_gemma":0.0003815813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4437287,"about_ca_topic_score_gemma":0.9089752,"domain_scores_codex":[0.9983783,0.0001182604,0.0002711348,0.0003397875,0.0004181499,0.0004744116],"domain_scores_gemma":[0.9990175,0.000404783,0.0001043897,0.000177335,0.00008287379,0.0002130837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003044745,0.00002569833,0.9869063,0.0003266779,0.00001075061,0.00004896263,0.005406089,0.00001231579,0.00004145968,0.00002649237,0.001842784,0.005047932],"study_design_scores_gemma":[0.0007702369,0.0003209946,0.9823381,0.0001153889,0.00002581563,0.00003202141,0.002484583,0.0002312717,0.0001183264,0.0001964521,0.01307849,0.0002882993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868805,0.003916259,2.773076e-7,0.0008394469,0.0003337394,0.0003156663,0.004327955,0.00001285401,0.003373251],"genre_scores_gemma":[0.9957946,0.001154578,0.000009492842,0.0006466627,0.0005078128,0.000007076017,0.001785946,0.0000106018,0.00008321003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4652465,"threshold_uncertainty_score":0.7472485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344037603280092,"score_gpt":0.222143310361479,"score_spread":0.1987029343286781,"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."}}