{"id":"W2146859293","doi":"10.1029/2010jg001629","title":"Effects of elevated nitrogen and temperature on carbon and nitrogen dynamics in Alaskan arctic and boreal soils","year":2011,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"International Atomic Energy Agency; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Nitrogen; Boreal; Taiga; Soil water; Environmental science; Carbon fibers; Arctic; The arctic; Nitrogen cycle; Environmental chemistry; Oceanography; Soil science; Ecology; Chemistry; Geography; Forestry; Geology; Materials science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004573938,0.00012887,0.000311576,0.00004656479,0.00006551206,0.00004216616,0.0001206723,0.00009289211,0.00005478505],"category_scores_gemma":[0.0002124414,0.00009120651,0.0000384811,0.000245017,0.0002742747,0.0001303092,0.00003283885,0.0005416159,0.00000171364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001475635,"about_ca_system_score_gemma":0.00005659717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01717338,"about_ca_topic_score_gemma":0.01009315,"domain_scores_codex":[0.9985898,0.000224708,0.0002393208,0.0001668143,0.0004394633,0.0003399666],"domain_scores_gemma":[0.9986253,0.0007949476,0.00009278849,0.00008628377,0.0001443403,0.0002563899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007707836,0.00009462937,0.9900529,0.0001883642,0.00004470798,0.0001819921,0.0006196765,0.000001240102,0.002760303,0.00009342079,0.00002787929,0.005164119],"study_design_scores_gemma":[0.0007491674,0.002015008,0.9829972,0.0002077111,0.00001920208,0.00003937737,0.0005324888,0.001880074,0.002278497,0.009176991,0.000007968569,0.00009634195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976914,0.001512111,6.672636e-8,0.00008643667,0.00003083925,0.0001428695,0.00005131543,0.000002359531,0.0004826067],"genre_scores_gemma":[0.9987432,0.001029482,0.00006816011,0.00003366866,0.0000938076,7.441057e-7,0.00001344111,0.000005603886,0.00001187363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009083571,"threshold_uncertainty_score":0.9893714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251774935457105,"score_gpt":0.2666953053121283,"score_spread":0.2415178117664178,"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."}}