{"id":"W4303491737","doi":"10.5194/acp-2022-492-rc1","title":"Comment on acp-2022-492","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Computer science","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":[0.00150623,0.0009724846,0.0009173336,0.001097589,0.00294934,0.003570008,0.002367892,0.01809976,0.3719804],"category_scores_gemma":[0.01383772,0.0005068504,0.001098808,0.001490604,0.001451063,0.002591016,0.00173649,0.01001072,0.3167801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002736593,"about_ca_system_score_gemma":0.003157643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02530746,"about_ca_topic_score_gemma":0.02496725,"domain_scores_codex":[0.9986278,0.0001022859,0.0001228319,0.0001651557,0.0007057588,0.0002762203],"domain_scores_gemma":[0.9956486,0.0009424636,0.000180097,0.0003621883,0.002138274,0.0007283969],"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":[0.00001877701,0.000009339289,0.00004200478,0.00002424373,0.000001060415,0.00006157316,0.000006646769,0.000007339614,0.00004065122,0.0002556341,0.996979,0.002553768],"study_design_scores_gemma":[0.0000224778,0.0000122108,0.0003936081,0.0000648104,0.000001747193,0.00002685685,0.00003534319,0.00003499755,0.00008643105,0.0003291676,0.9989844,0.000007975842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0006493533,0.001045693,0.0006219806,0.2870797,0.388007,0.0007775525,0.00634374,0.003368005,0.3121069],"genre_scores_gemma":[0.003608251,0.000848141,0.0004473222,0.2864343,0.05705989,0.0005133657,0.002106667,0.0008244068,0.6481575],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3719804,"threshold_uncertainty_score":0.8957938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941118946497827,"score_gpt":0.2683405994854418,"score_spread":0.2489294100204635,"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."}}