{"id":"W4211138480","doi":"10.5194/bg-2021-337-rc1","title":"Review of bg-2021-337","year":2022,"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":"Alberta Innovates","keywords":"Thermokarst; Bog; Peat; Permafrost; Methanogenesis; Sphagnum; Environmental science; Boreal; Ecology; Transect; Methane; Environmental chemistry; Physical geography; Chemistry; Geography; Biology","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":[0.001296856,0.001316273,0.001192123,0.005084459,0.0005221143,0.003669082,0.001787231,0.001922456,0.1424546],"category_scores_gemma":[0.002446178,0.000464758,0.0008158287,0.006585706,0.0004920461,0.003198993,0.002049254,0.001373637,0.1014758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705477,"about_ca_system_score_gemma":0.004881603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007289112,"about_ca_topic_score_gemma":0.007746277,"domain_scores_codex":[0.9994992,0.00006772151,0.00005415154,0.00008159758,0.0002325231,0.00006482488],"domain_scores_gemma":[0.998247,0.0003172842,0.0001579713,0.0001235046,0.0008243701,0.0003300033],"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":[0.00007317014,0.00002207989,0.0001587267,0.004349802,0.00003512509,0.00008304272,0.00002875699,0.0003967989,0.0009222219,0.002943975,0.5205064,0.4704799],"study_design_scores_gemma":[0.000002024343,0.000005537997,0.0001723452,0.000569013,0.000009709021,0.00003883734,0.0000076951,0.00002348348,0.00007638032,0.0003086246,0.9987825,0.000003892375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0009251668,0.7448434,0.004648148,0.01488493,0.03251385,0.0001664401,0.01449979,0.001825832,0.1856925],"genre_scores_gemma":[0.005117632,0.7830191,0.004548757,0.007051571,0.01170724,0.000145495,0.02640345,0.0008478221,0.161159],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1424546,"threshold_uncertainty_score":0.4765583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08687864903158576,"score_gpt":0.309010649891178,"score_spread":0.2221320008595923,"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."}}