{"id":"W4225247668","doi":"10.5194/bg-2022-26-ac2","title":"Reply on RC2","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Center for Northern Studies; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dissolved organic carbon; Thermokarst; Environmental chemistry; Peat; Mineralization (soil science); Anoxic waters; Permafrost; Environmental science; Chemistry; Greenhouse gas; Organic matter; Carbon cycle; Subarctic climate; Lability; Ecology; Ecosystem; Soil science; Soil water; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002138452,0.001211975,0.001149777,0.0009705861,0.002343902,0.004589851,0.003056821,0.01742118,0.20112],"category_scores_gemma":[0.01942271,0.0005136852,0.001460614,0.0005867223,0.001960006,0.00352471,0.002886899,0.01826163,0.1366009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002544769,"about_ca_system_score_gemma":0.002178806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003299623,"about_ca_topic_score_gemma":0.004357857,"domain_scores_codex":[0.9976022,0.0004727072,0.0002484413,0.000459874,0.0009145209,0.000302374],"domain_scores_gemma":[0.9953675,0.001285599,0.0002044277,0.0003736732,0.001770964,0.0009977981],"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":[0.00002166075,0.000007549705,0.00003595489,0.00002882064,0.000002866726,0.0001125774,0.00001052472,0.000008486549,0.00004435063,0.0003508381,0.9952322,0.004144137],"study_design_scores_gemma":[0.00001198223,0.000009633757,0.0001145408,0.00005104444,0.000002534453,0.0000802652,0.00003910915,0.00002038216,0.00006381498,0.0003839349,0.999215,0.000007682321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000300825,0.002967471,0.0003775535,0.4935065,0.4635082,0.0001681317,0.0006283062,0.0006786283,0.03786439],"genre_scores_gemma":[0.003004586,0.002272772,0.0003920423,0.5900139,0.1612186,0.0002514328,0.0004049035,0.0003764683,0.2420653],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.20112,"threshold_uncertainty_score":0.6728135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259789487362555,"score_gpt":0.2377532907319065,"score_spread":0.211774341995651,"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."}}