{"id":"W4250465840","doi":"10.5194/gmd-2021-41-rc1","title":"Comment on gmd-2021-41","year":2021,"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":"Environment and Climate Change Canada","funders":"National Natural Science Foundation of China; Electric Power Research Institute; Southern Company","keywords":"Deposition (geology); Flux (metallurgy); Span (engineering); Oxidizing agent; Chemistry; Pollutant; Organic chemistry; Geology","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":[0.002127825,0.001038963,0.001044697,0.001507317,0.002354839,0.004964687,0.003003372,0.02163412,0.3219181],"category_scores_gemma":[0.01468847,0.0005609505,0.001711722,0.001813176,0.001422888,0.002818189,0.002111776,0.01022618,0.289379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004300255,"about_ca_system_score_gemma":0.003990127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03115039,"about_ca_topic_score_gemma":0.02673548,"domain_scores_codex":[0.9979209,0.0001453604,0.0001388462,0.0002281559,0.00120063,0.0003661193],"domain_scores_gemma":[0.9948165,0.001028914,0.0002056438,0.0005200538,0.002884778,0.0005442056],"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":[0.00002537565,0.00001109663,0.00003549968,0.0000378244,0.000001266077,0.00004077805,0.000007234488,0.00001749696,0.00006334019,0.0007022189,0.9960729,0.002985014],"study_design_scores_gemma":[0.00001687808,0.000008205738,0.0003044352,0.00005159877,0.000001548817,0.00001089946,0.0000148166,0.00003253397,0.00007532894,0.0005050169,0.998971,0.000007913804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006664636,0.001375716,0.001187378,0.2471143,0.261039,0.0008451474,0.0250466,0.006038611,0.4566868],"genre_scores_gemma":[0.003061921,0.0006450486,0.0008764063,0.3145497,0.02314036,0.0005503448,0.005545666,0.001264322,0.6503661],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3219181,"threshold_uncertainty_score":0.9672016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872636513499185,"score_gpt":0.2568926116885179,"score_spread":0.228166246553526,"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."}}