{"id":"W4281686358","doi":"10.5194/acp-2022-42-rc1","title":"Comment on acp-2022-42","year":2022,"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":"National Natural Science Foundation of China; National Aeronautics and Space Administration","keywords":"Environmental science; Aerosol; Snow; Arctic; Albedo (alchemy); Atmospheric sciences; Climatology; Asian Dust; Mineral dust; Meteorology; Oceanography; Geography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.001668291,0.001049823,0.0009616691,0.00108197,0.003132618,0.003784515,0.002537839,0.02499296,0.271385],"category_scores_gemma":[0.01173482,0.0004897182,0.001439115,0.001378441,0.001622375,0.002498321,0.001648711,0.0120946,0.2454102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002913178,"about_ca_system_score_gemma":0.003376306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02784564,"about_ca_topic_score_gemma":0.02664796,"domain_scores_codex":[0.998432,0.0001172818,0.0001302244,0.0001824965,0.0008248225,0.0003131739],"domain_scores_gemma":[0.9961147,0.0008613121,0.0001451784,0.0003323334,0.001961143,0.0005852927],"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":[0.00001936842,0.00001077961,0.00004908529,0.00002543834,0.000001184623,0.00008363036,0.000007684455,0.000008496918,0.00004868988,0.0003261512,0.9967124,0.002707042],"study_design_scores_gemma":[0.00001812642,0.00001242717,0.0004616134,0.00006973089,0.000001759736,0.0000279931,0.00003693342,0.00003390171,0.00006865008,0.0003633571,0.9988968,0.000008559597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0007226788,0.001344297,0.0006438252,0.3128479,0.3530562,0.0008992892,0.006740375,0.002946366,0.3207991],"genre_scores_gemma":[0.003306078,0.0009075779,0.0004368243,0.3419929,0.05823141,0.0006844451,0.002117897,0.000633793,0.5916891],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.271385,"threshold_uncertainty_score":0.9078732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877666958387518,"score_gpt":0.2562488266175473,"score_spread":0.2274721570336722,"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."}}