{"id":"W4391071144","doi":"10.5194/bg-2023-121-ac1","title":"Reply on RC2","year":2024,"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; Glacier; Organic matter; Environmental chemistry; Environmental science; Sedimentary organic matter; Sediment; Ecology; Total organic carbon; Oceanography; Hydrology (agriculture); Physical geography; Geology; Chemistry; Geomorphology; Biology; Geography","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":[0.00202841,0.0009800419,0.0009648174,0.001025729,0.002560199,0.00441909,0.002884455,0.0176902,0.2222565],"category_scores_gemma":[0.0187319,0.0005200082,0.001162449,0.000754611,0.002126538,0.003892487,0.002751161,0.01860612,0.1529825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002727603,"about_ca_system_score_gemma":0.00262934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005406051,"about_ca_topic_score_gemma":0.007792211,"domain_scores_codex":[0.998096,0.0003207649,0.000167938,0.000394753,0.0007393028,0.0002811654],"domain_scores_gemma":[0.9947607,0.001386965,0.0002233533,0.0003997773,0.002146207,0.001083048],"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":[0.000007193046,0.000002573489,0.0000221854,0.00001212158,0.000001080633,0.00004517931,0.000007263524,0.000003597413,0.00001660634,0.0002662798,0.9970109,0.002604979],"study_design_scores_gemma":[0.00000715741,0.000004505271,0.0001090003,0.00003784833,0.000001547134,0.00005746001,0.00004360888,0.00001390894,0.00003636965,0.000343991,0.9993386,0.000006044758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001846172,0.002147339,0.0002703381,0.6329646,0.3188272,0.0000794453,0.0004833702,0.0005149447,0.04452807],"genre_scores_gemma":[0.00244224,0.001520848,0.0002960651,0.6611779,0.108561,0.0001397394,0.0002528284,0.0003292907,0.2252802],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2222565,"threshold_uncertainty_score":0.7435221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02784380888839804,"score_gpt":0.2953295695102449,"score_spread":0.2674857606218469,"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."}}