{"id":"W4309287874","doi":"10.5194/acp-2022-591-ac1","title":"Author Comments on acp-2022-591","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":"Office of Science; National Oceanic and Atmospheric Administration; Swiss Polar Institute; Academy of Finland; Biological and Environmental Research; European Commission; Paul Scherrer Institut; Alberta Agricultural Research Institute; U.S. Department of Energy","keywords":"Arctic; Environmental science; Aerosol; Climatology; Sea ice; Arctic geoengineering; Context (archaeology); Atmospheric sciences; Population; Arctic ice pack; Oceanography; Geography; Meteorology; Antarctic sea ice; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002348106,0.0006192862,0.000723838,0.001429424,0.001966487,0.003101751,0.001255547,0.003516716,0.6130493],"category_scores_gemma":[0.01843398,0.0002800459,0.0006799239,0.001982072,0.0004243948,0.001680603,0.001551169,0.003135181,0.3492966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002355627,"about_ca_system_score_gemma":0.003538663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02338558,"about_ca_topic_score_gemma":0.03301818,"domain_scores_codex":[0.9984883,0.000178709,0.0001286984,0.0002281459,0.0008035816,0.0001725417],"domain_scores_gemma":[0.9921658,0.001348457,0.0001836538,0.0005563759,0.00507325,0.0006724282],"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":[0.00002488716,0.000004997948,0.0000672606,0.00002227189,0.000001086885,0.0000326926,0.000009744262,0.0000288705,0.00003368155,0.0004664891,0.9937983,0.005509619],"study_design_scores_gemma":[0.000007112211,0.000002993592,0.0002213703,0.00002897807,9.915863e-7,0.00000932209,0.0000291686,0.0000619721,0.00005168151,0.0001777012,0.9994047,0.000004040168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008097658,0.001583003,0.002455221,0.1568557,0.2860034,0.0008478039,0.04288286,0.002955779,0.5056064],"genre_scores_gemma":[0.006980054,0.001175673,0.001608809,0.03209107,0.01834542,0.0003065703,0.0139219,0.001640492,0.92393],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9976519,"threshold_uncertainty_score":0.5519382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.041663984784048,"score_gpt":0.2859968179824613,"score_spread":0.2443328331984133,"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."}}