{"id":"W4200572706","doi":"10.5194/bg-2021-150-ac2","title":"Reply on RC2","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; W. Garfield Weston Foundation; Natural Resources Canada; University of Alberta; ArcticNet; Garfield Weston Foundation; Universities Space Research Association; Aurora Research Institute; Arctic Institute of North America","keywords":"Permafrost; Total organic carbon; Mineralization (soil science); Carbon sink; Arctic; Carbon fibers; Carbon cycle; Dissolved organic carbon; Environmental science; STREAMS; Environmental chemistry; Thermokarst; Geology; Hydrology (agriculture); Climate change; Soil science; Soil water; Ecosystem; Oceanography; Chemistry; Ecology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002153811,0.00101356,0.0009953385,0.001055059,0.002752217,0.004671901,0.002940441,0.01973297,0.236977],"category_scores_gemma":[0.02043015,0.0005709164,0.00130693,0.0007499337,0.001920349,0.003444293,0.002799826,0.01849111,0.16718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002978475,"about_ca_system_score_gemma":0.002885269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006429872,"about_ca_topic_score_gemma":0.008491018,"domain_scores_codex":[0.9978169,0.0003624299,0.0002119608,0.0004142554,0.0008551934,0.0003391854],"domain_scores_gemma":[0.9946207,0.00140535,0.0002313382,0.0003943649,0.00229358,0.001054705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009692963,0.000003880449,0.0000268489,0.00001464167,0.00000133088,0.00005240771,0.000007815918,0.000004393194,0.00002271602,0.0002886589,0.9966762,0.002891376],"study_design_scores_gemma":[0.00000764595,0.000005424645,0.0001183726,0.00003726091,0.000001616401,0.00004660133,0.00004074032,0.00001643188,0.00004222384,0.0003110166,0.9993665,0.000006147995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002281881,0.002185012,0.0003373545,0.6135843,0.3305776,0.0001404554,0.0007160809,0.0006166579,0.05161419],"genre_scores_gemma":[0.002435162,0.001370014,0.0003119219,0.6325936,0.08724099,0.0002045635,0.0003322616,0.0003456605,0.2751658],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.236977,"threshold_uncertainty_score":0.7927672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09371840591868015,"score_gpt":0.3002725481816139,"score_spread":0.2065541422629338,"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."}}