{"id":"W4322100690","doi":"10.5194/acp-2022-850-rc1","title":"Comment on acp-2022-850","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China; Nanjing University; Emory University","keywords":"China; Atmospheric sciences; Ozone; Environmental science; Environmental chemistry; Meteorology; Geography; Chemistry; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001978376,0.001120349,0.001108687,0.001328887,0.003619164,0.004861021,0.002834003,0.02545151,0.4457915],"category_scores_gemma":[0.01374341,0.0005803765,0.001711347,0.001993168,0.001768581,0.003248497,0.002155486,0.01256284,0.370156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003415323,"about_ca_system_score_gemma":0.003909437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03214924,"about_ca_topic_score_gemma":0.03067629,"domain_scores_codex":[0.998068,0.0001357726,0.0001513731,0.0001990404,0.001065306,0.0003804558],"domain_scores_gemma":[0.9949672,0.0009751638,0.0001965829,0.0004574003,0.002617796,0.0007858704],"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":[0.00001732184,0.00001125179,0.00003977153,0.00002995844,0.000001180128,0.0000496621,0.000005212817,0.000009679879,0.00003634126,0.0002984937,0.9965161,0.002984876],"study_design_scores_gemma":[0.00001972503,0.000009660119,0.0003842055,0.00005843665,0.000001878977,0.00001654654,0.00002617185,0.00003169631,0.00006173047,0.0003468412,0.9990343,0.000008807465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006033239,0.001134667,0.0006172942,0.2562768,0.3313051,0.0009660574,0.009456976,0.004000168,0.3956396],"genre_scores_gemma":[0.002739342,0.0007302456,0.0004622448,0.2883622,0.0441457,0.0006515678,0.002818817,0.0009560777,0.6591337],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4457915,"threshold_uncertainty_score":0.7905112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874319832562972,"score_gpt":0.2703808242776833,"score_spread":0.2316376259520536,"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."}}