{"id":"W7001991236","doi":"","title":"Mapping of soil organic carbon and nitrogen in two small adjacent Arctic watersheds on Herschel Island, Yukon
\\nTerritory","year":2015,"lang":"en","type":"dissertation","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Tundra; Soil carbon; Vegetation (pathology); Soil water; Thermokarst; Arctic; Watershed; Soil map","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":[0.0001242938,0.000172355,0.0001669278,0.0007277296,0.0007396755,0.0004742368,0.0003861217,0.0003193062,0.0004769899],"category_scores_gemma":[0.0001905563,0.0001389748,0.000181564,0.0009253443,0.0004763957,0.0001597083,0.0005096425,0.0001459899,0.0001001576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384619,"about_ca_system_score_gemma":0.002559007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6274862,"about_ca_topic_score_gemma":0.8750196,"domain_scores_codex":[0.9998813,0.000009008391,0.000006110731,0.00004002792,0.00003123163,0.0000323928],"domain_scores_gemma":[0.9998499,0.00001552151,0.00001934834,0.00001338431,0.00006181056,0.00003993066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002786497,0.0002581548,0.9329478,0.0001064608,0.0001479845,0.001209718,0.003627996,0.002705893,0.02507226,0.0004465259,0.001285553,0.03191299],"study_design_scores_gemma":[0.000008529149,0.00001670132,0.9960055,0.000007172058,0.0000110001,0.00003638529,0.001485646,0.001439402,0.0003432966,0.00001816088,0.0006216292,0.000006600427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990554,0.00002763294,0.00004920761,0.00001494988,0.000001085946,0.000008980982,0.0002670295,0.00000735394,0.0005683403],"genre_scores_gemma":[0.9978376,0.00005510503,0.0004912362,0.00001230017,9.547608e-7,0.00001730248,0.0008180604,0.000002730194,0.0007647669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3725138,"threshold_uncertainty_score":0.7494153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735779756592508,"score_gpt":0.2616299140748995,"score_spread":0.2342721165089744,"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."}}