{"id":"W4253254384","doi":"10.5194/bg-2021-130-rc1","title":"Comment on bg-2021-130","year":2021,"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":"Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Atmospheric sciences; Biomass burning; TRACER; Atmospheric carbon cycle; Carbon cycle; Greenhouse gas; Emission inventory; Spatial distribution; Climatology; Meteorology; Carbon dioxide; Aerosol; Air quality index; Carbon sequestration; Chemistry; Geography; Remote sensing; Geology; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00484077,0.001090192,0.001220847,0.001858101,0.00281356,0.004960181,0.002726905,0.03377203,0.04473698],"category_scores_gemma":[0.02907189,0.0005253024,0.001514056,0.001872251,0.001767747,0.003601362,0.001757354,0.01483166,0.05154409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004157715,"about_ca_system_score_gemma":0.01049876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04810197,"about_ca_topic_score_gemma":0.04431534,"domain_scores_codex":[0.9954603,0.0002673345,0.0003298887,0.0003898926,0.003006426,0.0005460134],"domain_scores_gemma":[0.9851071,0.002835888,0.0006594825,0.0008773976,0.0091154,0.001404609],"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":[0.00002076229,0.000009064197,0.0000785577,0.00005421999,0.00000204569,0.00008896025,0.0000146767,0.00002921606,0.00009326325,0.000833234,0.9961168,0.002659171],"study_design_scores_gemma":[0.00001606224,0.000008753617,0.0009205428,0.00007217692,0.000004377892,0.00003597374,0.00002821614,0.00006797001,0.0001264866,0.0007114391,0.99799,0.00001794531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001039907,0.004144946,0.0007349025,0.575291,0.3128868,0.0004456633,0.007590509,0.001686,0.09618033],"genre_scores_gemma":[0.006769366,0.003134791,0.001118963,0.6456832,0.07849522,0.0006521075,0.003560656,0.0007602019,0.2598255],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04810197,"threshold_uncertainty_score":0.1496601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414610523847565,"score_gpt":0.243969246873057,"score_spread":0.2298231416345813,"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."}}