{"id":"W4360976133","doi":"10.5194/egusphere-2023-334-rc1","title":"Comment on egusphere-2023-334","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Atmospheric chemistry; Oxidizing agent; Troposphere; Chemistry; Atmospheric sciences; Environmental chemistry; Ozone; Environmental science; Physics; Organic chemistry","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":[0.004022679,0.0008350947,0.0009802707,0.001835664,0.003917054,0.004657426,0.002810382,0.02147866,0.2911408],"category_scores_gemma":[0.03846259,0.0005330998,0.001530644,0.001591639,0.001769817,0.003973144,0.002612659,0.01063199,0.2060455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003653134,"about_ca_system_score_gemma":0.004471094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0239683,"about_ca_topic_score_gemma":0.03122858,"domain_scores_codex":[0.9965,0.0002782902,0.0003115798,0.0003206144,0.002073874,0.0005156565],"domain_scores_gemma":[0.9833125,0.003720896,0.0005688705,0.0008538006,0.009436981,0.002106892],"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":[0.00001054707,0.000004626476,0.00003350939,0.00002885782,8.993003e-7,0.00005559048,0.000008481747,0.000003692744,0.00002549653,0.0003659317,0.9976351,0.001827146],"study_design_scores_gemma":[0.00001535206,0.000006932819,0.0003196775,0.0000814439,0.00000184886,0.00002960285,0.00003941571,0.000019897,0.0000597114,0.0003652941,0.9990525,0.000008395459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003703513,0.001143186,0.0004350311,0.4702633,0.3893631,0.0004667912,0.003155254,0.001617232,0.1331858],"genre_scores_gemma":[0.002694756,0.001156286,0.0004091359,0.4673409,0.07704342,0.0003561292,0.001483002,0.0008981265,0.4486182],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2911408,"threshold_uncertainty_score":0.973963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03833092916804582,"score_gpt":0.2751809504284609,"score_spread":0.236850021260415,"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."}}