{"id":"W4289313265","doi":"10.5194/acp-2022-438-rc2","title":"Comment on acp-2022-438","year":2022,"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":"","funders":"","keywords":"Boreal; Atmospheric sciences; Environmental science; Reactivity (psychology); Emission inventory; Meteorology; Air quality index; Troposphere; Atmospheric chemistry; Ozone; Climatology; Geography; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001419765,0.0008945637,0.000854335,0.001078845,0.002839389,0.003563643,0.002318144,0.01856639,0.4634259],"category_scores_gemma":[0.01369271,0.0005122718,0.001246975,0.001357065,0.001320248,0.002708762,0.001803063,0.009931663,0.3596334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002508892,"about_ca_system_score_gemma":0.002808354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02741686,"about_ca_topic_score_gemma":0.02449278,"domain_scores_codex":[0.9985917,0.00009436261,0.0001187636,0.0001583324,0.0007661131,0.0002706505],"domain_scores_gemma":[0.9954435,0.0009983267,0.0001516235,0.0004023854,0.002435212,0.0005689111],"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":[0.00001950148,0.000008316957,0.00003955746,0.00002508318,9.388586e-7,0.00004661955,0.000006067201,0.000009574842,0.00004517518,0.0003435213,0.996569,0.002886624],"study_design_scores_gemma":[0.00001905505,0.000009095015,0.0003207629,0.00006772963,0.000001564598,0.0000177564,0.00002533847,0.00003359235,0.00008637533,0.0003376522,0.9990737,0.000007339802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006386839,0.001101362,0.0008992989,0.2487677,0.3007335,0.0009597467,0.01144536,0.004046799,0.4314076],"genre_scores_gemma":[0.003858522,0.0008451761,0.0005470333,0.2092317,0.0392231,0.0005771447,0.003343388,0.001096844,0.741277],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4634259,"threshold_uncertainty_score":0.7653578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382959378558606,"score_gpt":0.2427867937811456,"score_spread":0.2289571999955595,"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."}}