{"id":"W2046974205","doi":"10.1007/s10533-010-9426-5","title":"Deepened snow increases late thaw biogeochemical pulses in mesic low arctic tundra","year":2010,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; Aurora Research Institute","keywords":"Biogeochemical cycle; Snowpack; Snow; Snowmelt; Tundra; Environmental science; Biogeochemistry; Nutrient; Ecosystem; Arctic; Growing season; Permafrost; Hydrology (agriculture); Ecology; Atmospheric sciences; Geology; Biology","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":[0.0002436632,0.0001827668,0.000340618,0.0005485205,0.0003803477,0.0005069879,0.0001401212,0.0002395491,0.0005770467],"category_scores_gemma":[0.0002908924,0.000167745,0.0001741254,0.000461254,0.0002581964,0.0002114506,0.0003207603,0.0002066901,0.0000830569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148214,"about_ca_system_score_gemma":0.000261145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02475912,"about_ca_topic_score_gemma":0.04289664,"domain_scores_codex":[0.9999299,0.00001525149,0.000006080154,0.00002350409,0.00001016467,0.00001516791],"domain_scores_gemma":[0.999815,0.00002879208,0.00006975866,0.00001109757,0.00003278809,0.00004254716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007061367,0.00007414848,0.8697074,0.00005286271,0.000142887,0.0001725007,0.0005347944,0.0007060546,0.1211474,0.0000727948,0.0000952454,0.006587787],"study_design_scores_gemma":[0.000001661736,0.00002563473,0.9989899,0.000001664036,0.000005774124,0.00001725409,0.00009536245,0.00026557,0.0005047641,0.00001437553,0.00007666579,0.000001355176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996731,0.00008927667,0.00005496835,0.00001033516,0.000001284964,0.000001102487,0.00007136544,0.000003481709,0.00009513218],"genre_scores_gemma":[0.9996542,0.00005843834,0.00006126868,0.00001579891,0.000002878659,0.000002277013,0.000127608,0.000001748082,0.00007574306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02475912,"threshold_uncertainty_score":0.04922998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347194803390661,"score_gpt":0.2190057318641289,"score_spread":0.2055337838302223,"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."}}