{"id":"W4224309091","doi":"10.5194/acp-2022-179-rc1","title":"Comment on acp-2022-179","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aerosol; Biomass burning; Environmental science; Monsoon; Atmospheric sciences; Environmental chemistry; Chemistry; Meteorology; Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.001616077,0.001025709,0.0009195085,0.001142145,0.003460314,0.00403462,0.002553439,0.0241056,0.2722037],"category_scores_gemma":[0.0149937,0.0005396252,0.001369069,0.001410321,0.001785861,0.002662513,0.001789843,0.01416233,0.2536277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003063251,"about_ca_system_score_gemma":0.003373886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02851329,"about_ca_topic_score_gemma":0.02597748,"domain_scores_codex":[0.9983187,0.0001307488,0.000154487,0.0002275566,0.0008740806,0.0002944273],"domain_scores_gemma":[0.9953101,0.001312015,0.000174707,0.0004191874,0.002270491,0.0005134841],"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":[0.00002021906,0.000008600316,0.00004869038,0.00002488106,0.0000013212,0.00007051514,0.00001054408,0.00001024123,0.00005663766,0.0006009003,0.996143,0.003004444],"study_design_scores_gemma":[0.00001222708,0.000009081186,0.0002905601,0.00005699581,0.000001606849,0.00002579094,0.00002925078,0.00002887573,0.00007043475,0.0004084845,0.9990599,0.000006670762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006337591,0.001319285,0.000784929,0.3777168,0.2713128,0.0006757251,0.006497319,0.002930104,0.3381293],"genre_scores_gemma":[0.003636808,0.001013628,0.0005330783,0.4045647,0.04394228,0.0005079713,0.001794641,0.000763936,0.5432429],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2722037,"threshold_uncertainty_score":0.9106119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06491573729880916,"score_gpt":0.3210358323824656,"score_spread":0.2561200950836565,"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."}}