{"id":"W7043305033","doi":"","title":"Soil Organic Carbon Quantity and Distribution in Frost Boils in a Canadian High Arctic Polar Semi-desert Ecosystem","year":2021,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Soil carbon; Permafrost; Mire; Biogeochemical cycle; Frost (temperature); Arctic vegetation; Ecosystem","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":[0.0001477887,0.0002417497,0.0003347592,0.001659863,0.002102647,0.0007661522,0.0005202204,0.0002587087,0.0006919737],"category_scores_gemma":[0.0002779175,0.0002179536,0.0002065337,0.001498136,0.0008558105,0.0001516107,0.0004268709,0.0002368075,0.000107545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009114485,"about_ca_system_score_gemma":0.003671227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9676118,"about_ca_topic_score_gemma":0.9916896,"domain_scores_codex":[0.9997991,0.000007864845,0.000005401589,0.00005269937,0.0000509698,0.000084058],"domain_scores_gemma":[0.9996125,0.0000163995,0.00005301833,0.00001087038,0.0001697214,0.0001374862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002968491,0.0000397998,0.9742435,0.00005421188,0.00006613645,0.0002700812,0.002614015,0.0001627483,0.01472267,0.0001046563,0.0004126302,0.007012689],"study_design_scores_gemma":[0.000001060521,0.000006545312,0.9988357,0.000003642834,0.000004511743,0.00003043564,0.0007133592,0.00008555144,0.00009205847,0.000004318223,0.0002191803,0.000003540001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989977,0.0001067409,0.00002755438,0.00001489784,0.000001106677,0.000004664204,0.0003988303,0.000002949146,0.0004456359],"genre_scores_gemma":[0.9988253,0.0001179317,0.000156041,0.0000181992,0.000001067801,0.000004432688,0.0004625387,0.000002477192,0.0004120994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03238821,"threshold_uncertainty_score":0.06613058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007087653289515127,"score_gpt":0.1582748278396206,"score_spread":0.1511871745501054,"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."}}