{"id":"W4386031885","doi":"10.5194/egusphere-2023-990-ac1","title":"Comment on egusphere-2023-990","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":"","funders":"Shanghai International Science and Technology; National Natural Science Foundation of China","keywords":"NOx; Environmental science; Ozone; Apportionment; Delta; Soil water; Atmospheric sciences; Fertilizer; Air quality index; China; Combustion; Meteorology; Soil science; Geography; Chemistry","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001693042,0.0009635139,0.0009027325,0.001289277,0.002742041,0.003841161,0.002269078,0.018471,0.3482353],"category_scores_gemma":[0.009345585,0.0004698676,0.001474662,0.001406737,0.001370723,0.002666659,0.002013082,0.008519737,0.2549914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003102033,"about_ca_system_score_gemma":0.002556019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02230067,"about_ca_topic_score_gemma":0.02380943,"domain_scores_codex":[0.9984401,0.0001102883,0.000134144,0.0001652132,0.0008871366,0.0002631937],"domain_scores_gemma":[0.9964115,0.0006803374,0.0001687205,0.000338516,0.001870572,0.0005304186],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002877607,0.00001355637,0.00006176678,0.00003441263,0.000001684538,0.00006229951,0.000007111682,0.000009609029,0.00007656548,0.0003792013,0.9953194,0.004005493],"study_design_scores_gemma":[0.00001896589,0.00001196936,0.0003645927,0.00005645994,0.000001904255,0.00001748962,0.00002646489,0.00002817121,0.0001129878,0.0003030384,0.99905,0.000008007859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0008590142,0.00141344,0.0008626492,0.2938178,0.367338,0.0008534472,0.0114024,0.004335925,0.3191172],"genre_scores_gemma":[0.003714373,0.0009566654,0.0005586591,0.3337815,0.05025324,0.0004189204,0.003615182,0.001083517,0.6056181],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9983069,"threshold_uncertainty_score":0.9296632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617038720889689,"score_gpt":0.2666682157965622,"score_spread":0.2304978285876653,"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."}}