{"id":"W4401627294","doi":"10.5194/egusphere-2024-1796-rc1","title":"Comment on egusphere-2024-1796","year":2024,"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 Victoria; Environment and Climate Change Canada","funders":"","keywords":"Refractive index; Environmental science; Radiative transfer; Aerosol; Radiative forcing; Forcing (mathematics); Radiation; Carbon black; Meteorology; Atmospheric sciences; Materials science; Optics; 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":[0.002059103,0.0009769682,0.0009917133,0.001233208,0.00286158,0.004157726,0.002364383,0.01931476,0.3859824],"category_scores_gemma":[0.009625585,0.0005134154,0.001380966,0.001721398,0.001353939,0.002390671,0.002063415,0.009288276,0.2658885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003426509,"about_ca_system_score_gemma":0.003500866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03531089,"about_ca_topic_score_gemma":0.04337991,"domain_scores_codex":[0.9985235,0.00009105472,0.0001114051,0.0001507543,0.0008577379,0.0002655539],"domain_scores_gemma":[0.9964135,0.0007182151,0.0001718157,0.0003114901,0.001829127,0.000555948],"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":[0.00002763858,0.00001185654,0.00005743902,0.00003362933,0.000001470176,0.00004311397,0.000006330804,0.00001226401,0.00006676572,0.0004313781,0.9965005,0.002807549],"study_design_scores_gemma":[0.00002884108,0.00001050147,0.0004990994,0.00005671625,0.000002072899,0.00001048831,0.00002498903,0.00003314938,0.0001068849,0.0003975052,0.998821,0.000008790246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008660223,0.001112056,0.0008598444,0.2646837,0.3103207,0.0007913926,0.02048849,0.004492152,0.3963857],"genre_scores_gemma":[0.003450781,0.0007399529,0.0006119852,0.284506,0.0352166,0.0004516797,0.004699887,0.001314968,0.6690082],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3859824,"threshold_uncertainty_score":0.8758216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657565841027262,"score_gpt":0.261777431919191,"score_spread":0.2352017735089184,"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."}}