{"id":"W2343830053","doi":"","title":"High resolution mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island - Yukon Territory","year":2015,"lang":"en","type":"article","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Permafrost; Environmental science; Arctic; Vegetation (pathology); Normalized Difference Vegetation Index; Soil carbon; Thermokarst; Remote sensing; Watershed; Physical geography; Soil water; Carbon fibers; Carbon cycle; Climate change; Soil science; Geology; Geography; Ecosystem; Ecology; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001189101,0.0002281553,0.000208953,0.0007412187,0.0008572004,0.000577494,0.0004005622,0.0003813084,0.0004718578],"category_scores_gemma":[0.0003006401,0.0001843784,0.0002180278,0.001044346,0.0004240324,0.0001840759,0.0004537167,0.0001459114,0.00008908823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002594895,"about_ca_system_score_gemma":0.002317613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6682106,"about_ca_topic_score_gemma":0.8804247,"domain_scores_codex":[0.9998617,0.00001069955,0.000008301497,0.00004168758,0.00003403597,0.00004339112],"domain_scores_gemma":[0.9998122,0.00002254137,0.00002409386,0.00001386461,0.0000753047,0.00005206404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002702941,0.0001828786,0.9512118,0.00006517772,0.0001826627,0.001254549,0.002226759,0.002907428,0.0236931,0.000195348,0.0005775999,0.01723245],"study_design_scores_gemma":[0.000009194103,0.00001450718,0.9965143,0.000006233548,0.00001552752,0.00005498352,0.001025133,0.001697577,0.0003495044,0.00001185676,0.0002946939,0.000006444918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994823,0.00002048154,0.0000299688,0.000008485646,5.282731e-7,0.000004966963,0.000162578,0.000004872385,0.0002858769],"genre_scores_gemma":[0.9988375,0.00002999074,0.0003491016,0.000005738129,6.246839e-7,0.000009483556,0.0004662169,0.000001841007,0.0002995385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3317894,"threshold_uncertainty_score":0.6674867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574307890733891,"score_gpt":0.244302486552786,"score_spread":0.2085594076454471,"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."}}