{"id":"W4385636528","doi":"10.5194/egusphere-2023-1127-rc1","title":"Comment on egusphere-2023-1127","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":"Environment and Climate Change Canada","funders":"HORIZON EUROPE Framework Programme; European Commission; University of Cambridge; Norges Forskningsråd; Department for Environment, Food and Rural Affairs, UK Government; Ministry of Education, Culture, Sports, Science and Technology; Center for Neuroscience and Regenerative Medicine; Met Office","keywords":"Overshoot (microwave communication); Environmental science; Carbon cycle; Biogeochemical cycle; Greenhouse gas; Atmospheric sciences; Carbon fibers; Climate change; Carbon dioxide; Carbon dioxide in Earth's atmosphere; Atmosphere (unit); Homogeneous; Climatology; Ecosystem; Meteorology; Geography; Chemistry; Computer science; Ecology; Mathematics; Geology; Environmental chemistry; Oceanography","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":[0.002266291,0.0008582302,0.0008888355,0.001043509,0.002534529,0.003746009,0.002153034,0.02157252,0.2563687],"category_scores_gemma":[0.01135896,0.0004266774,0.001414281,0.001387021,0.001300847,0.002733851,0.002041471,0.01097652,0.1491105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003012675,"about_ca_system_score_gemma":0.003305549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03189194,"about_ca_topic_score_gemma":0.03860321,"domain_scores_codex":[0.9985188,0.0001191309,0.0001201917,0.0001505986,0.0007681772,0.0003232021],"domain_scores_gemma":[0.9963332,0.001021277,0.0001811108,0.0002673812,0.001657437,0.0005395397],"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":[0.00003564732,0.00001027239,0.00007450939,0.00003899033,0.000001666003,0.00006403704,0.000009136534,0.00001295702,0.00007246963,0.0006670536,0.9964425,0.002570779],"study_design_scores_gemma":[0.00002482408,0.00001174585,0.0005214235,0.00006762303,0.000002433771,0.0000166909,0.00003678041,0.00003788016,0.0001084989,0.0005995469,0.9985616,0.00001114248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001045486,0.001517892,0.0009009155,0.4318189,0.2896688,0.0007627625,0.01716251,0.003090784,0.254032],"genre_scores_gemma":[0.004514653,0.0008349806,0.0005246802,0.5684533,0.03422555,0.0004609563,0.003784834,0.0009603449,0.3862407],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2563687,"threshold_uncertainty_score":0.8576388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873359059079728,"score_gpt":0.253761664202111,"score_spread":0.2350280736113137,"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."}}