{"id":"W7017535874","doi":"","title":"Carbon availability in soils of thermo-erosional valleys
\\n– a case study from a valley on Herschel Island,
\\nWest Canadian Arctic","year":2017,"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":"Freie Universität Berlin","keywords":"Permafrost; Total organic carbon; Soil carbon; Soil water; Carbon fibers; Arctic; Nitrogen; Hydrology (agriculture); Spatial distribution","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":[0.0001760309,0.0002581282,0.0002703691,0.001275224,0.002426477,0.001053855,0.0005265651,0.0003101634,0.0004796048],"category_scores_gemma":[0.0002405401,0.0001962021,0.0003323542,0.002645713,0.0008372467,0.0002031781,0.0004340126,0.0002413849,0.00005927001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008058782,"about_ca_system_score_gemma":0.00489142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9629914,"about_ca_topic_score_gemma":0.9895219,"domain_scores_codex":[0.9997368,0.00001907081,0.000009983604,0.00005173386,0.00006719535,0.0001151673],"domain_scores_gemma":[0.9997426,0.00002995771,0.00003447309,0.000009774559,0.0001159732,0.00006723881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001180212,0.00009733765,0.9659418,0.0001125355,0.00009146547,0.006134643,0.008703238,0.0008154857,0.006294584,0.0002216433,0.0004235682,0.01104565],"study_design_scores_gemma":[0.000002862096,0.00003425547,0.9867361,0.00001691768,0.00002303797,0.0005499272,0.01037392,0.0004762144,0.0003775248,0.00002436882,0.001372123,0.00001263101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989972,0.000125316,0.0000201382,0.00001419059,9.014424e-7,0.000006468782,0.0002194081,0.000001004255,0.0006155109],"genre_scores_gemma":[0.9988054,0.0002091593,0.0001542887,0.00001699356,0.000001391259,0.000003499486,0.0003080162,0.00000153755,0.0004996387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03700864,"threshold_uncertainty_score":0.07445312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03229108862722293,"score_gpt":0.281819839062225,"score_spread":0.249528750435002,"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."}}