{"id":"W4200551410","doi":"10.5194/bg-2021-150-ac1","title":"Reply on RC1","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); Dissolved organic carbon; Arctic; Carbon sink; Carbon fibers; Carbon cycle; Environmental science; Organic matter; Environmental chemistry; STREAMS; Geology; Hydrology (agriculture); Soil science; Climate change; Soil water; Oceanography; Chemistry; Ecosystem; 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":[0.002574393,0.00105287,0.001120159,0.001185902,0.003001044,0.004812419,0.003335168,0.02317321,0.2152884],"category_scores_gemma":[0.02620532,0.0006489704,0.001414591,0.0008551413,0.00221505,0.00386845,0.003062654,0.02191174,0.1562653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003448368,"about_ca_system_score_gemma":0.003434832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007255153,"about_ca_topic_score_gemma":0.009094902,"domain_scores_codex":[0.997454,0.0004427673,0.0002703439,0.0004778878,0.0009573296,0.0003976311],"domain_scores_gemma":[0.9927832,0.00198032,0.0003168255,0.0004772938,0.003134937,0.00130739],"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":[0.000008071556,0.000003363057,0.00002466641,0.0000149528,0.000001215641,0.0000469933,0.00000867839,0.00000364594,0.0000177697,0.0002591525,0.996991,0.002620335],"study_design_scores_gemma":[0.000007994039,0.000005976129,0.0001292768,0.00004868287,0.000001819817,0.0000552616,0.00004982148,0.00001534792,0.00003992936,0.0003474947,0.9992909,0.000007372585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001757425,0.002207865,0.0002683914,0.6930217,0.2660072,0.0001168691,0.00058992,0.0004802611,0.0371321],"genre_scores_gemma":[0.00202355,0.001395024,0.0002774405,0.7329423,0.0757814,0.0001874888,0.0002878022,0.0002673301,0.1868376],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2152884,"threshold_uncertainty_score":0.7202115,"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."}}