{"id":"W4388805870","doi":"10.5194/bg-2023-121-rc2","title":"Comment on bg-2023-121","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","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; Mitacs; Alberta Conservation Association; University of Alberta; Universities Space Research Association","keywords":"Glacial period; Dissolved organic carbon; Transect; Organic matter; Environmental chemistry; Glacier; Sedimentary organic matter; Environmental science; Sediment; Delta; Total organic carbon; Oceanography; Ecology; Hydrology (agriculture); Chemistry; Geology; Geomorphology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001097483,0.0009672007,0.0008849811,0.001391133,0.002368389,0.003898659,0.002071659,0.01363539,0.3028315],"category_scores_gemma":[0.006835169,0.0005028007,0.001030749,0.001864544,0.00148972,0.001728115,0.001580563,0.007641305,0.2161086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00373692,"about_ca_system_score_gemma":0.003493929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07072816,"about_ca_topic_score_gemma":0.07381938,"domain_scores_codex":[0.9988501,0.00005072576,0.00006455243,0.0001273029,0.0006949548,0.0002124135],"domain_scores_gemma":[0.9967699,0.0005078515,0.0001488682,0.0002963881,0.001786317,0.0004907002],"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":[0.00002294738,0.000006176399,0.00005270185,0.0000263711,0.000001339926,0.00004469397,0.000006446795,0.00001127974,0.0000794167,0.0002607942,0.9966124,0.002875369],"study_design_scores_gemma":[0.00001418974,0.000005754849,0.0006947187,0.00004458096,0.000002022976,0.00001232121,0.00002403491,0.00003075348,0.0001068116,0.0002621255,0.9987935,0.000009205557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0008030609,0.001436204,0.0006831572,0.2491744,0.4124033,0.0004515775,0.01683654,0.004067489,0.3141443],"genre_scores_gemma":[0.005590523,0.001173702,0.0006861456,0.2178941,0.06075763,0.0002836042,0.005558967,0.001344618,0.7067108],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3028315,"threshold_uncertainty_score":0.9944263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450426537294538,"score_gpt":0.304655894963828,"score_spread":0.2596132412343742,"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."}}