{"id":"W4385143344","doi":"10.5194/bg-2023-96-rc1","title":"Comment on bg-2023-96","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; Memorial University of Newfoundland","funders":"Alliance de recherche numérique du Canada; Compute Canada","keywords":"Carbon cycle; Carbon fibers; Environmental science; Nutrient; Terrestrial ecosystem; Nitrogen; Greenhouse gas; Phosphorus; Biomass (ecology); Ecosystem; Atmospheric sciences; Ecology; Chemistry; Mathematics; Biology; Geology","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":[0.001998838,0.001121604,0.001355603,0.001596957,0.001887843,0.006733486,0.002601715,0.01947032,0.1601951],"category_scores_gemma":[0.01294693,0.0005609302,0.00172495,0.003239744,0.001299818,0.002318532,0.001681508,0.01080042,0.138857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004579606,"about_ca_system_score_gemma":0.004369608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05740318,"about_ca_topic_score_gemma":0.03979033,"domain_scores_codex":[0.9982438,0.0001332846,0.0001206876,0.0001997322,0.001030663,0.0002718633],"domain_scores_gemma":[0.9954254,0.000934548,0.0002469154,0.0004568888,0.002593784,0.0003425049],"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":[0.0000543969,0.000009197573,0.00005737458,0.00005124562,0.000002554936,0.00003341677,0.00000591165,0.00004220124,0.00007383796,0.0005342629,0.9967514,0.002384081],"study_design_scores_gemma":[0.00004376693,0.00001190895,0.00135628,0.0001232915,0.000005829188,0.00001678868,0.00002534401,0.0001353354,0.0002116393,0.001038757,0.9970105,0.00002060184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001126584,0.002913471,0.001234075,0.3041081,0.3768653,0.0006699624,0.06059316,0.005522485,0.2469669],"genre_scores_gemma":[0.01099921,0.002320835,0.001761386,0.3833362,0.06151618,0.0009818022,0.0192267,0.002441377,0.5174162],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1601951,"threshold_uncertainty_score":0.5359061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025691056434236,"score_gpt":0.2558231858286005,"score_spread":0.2355662752642581,"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."}}