{"id":"W153462018","doi":"","title":"Soil and permafrost carbon and nitrogen content map of the Herschel Island based on ecological units","year":2013,"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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Thermokarst; Environmental science; Arctic; Erosion; Carbon fibers; Hydrology (agriculture); Total organic carbon; Ecology; Oceanography; Geology; Geomorphology","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":[0.00005087712,0.0002273714,0.0001163204,0.001460327,0.0001757434,0.000313435,0.0001838528,0.0001558136,0.003413786],"category_scores_gemma":[0.00007354777,0.00006604836,0.000124619,0.001200768,0.0001127762,0.0001261866,0.0002263042,0.000110084,0.0006996379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004437063,"about_ca_system_score_gemma":0.0004241291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07700337,"about_ca_topic_score_gemma":0.1834434,"domain_scores_codex":[0.9999504,0.000003031863,0.000002370208,0.0000154612,0.00001642632,0.00001229873],"domain_scores_gemma":[0.999926,0.00000583021,0.00001362218,0.000004328745,0.00003309263,0.00001710582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006393204,0.000182516,0.7575899,0.0006458431,0.0001931819,0.001521255,0.001119461,0.0186453,0.04498877,0.001172827,0.02586067,0.1474408],"study_design_scores_gemma":[0.000006927859,0.00001638609,0.9887046,0.00002179257,0.000007546523,0.00006875295,0.0002964268,0.002860292,0.0006666603,0.00003667439,0.007304652,0.000009307983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275536,0.0005204738,0.0008345449,0.00008467599,0.00001567571,0.00005515077,0.04943873,0.0002833721,0.02121383],"genre_scores_gemma":[0.9515861,0.0002868954,0.005657171,0.00002809269,0.00001074175,0.00007482529,0.03576053,0.00003248767,0.00656321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9229966,"threshold_uncertainty_score":0.1531103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345881525892839,"score_gpt":0.2313852066074211,"score_spread":0.1967970540181372,"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."}}