{"id":"W4390741111","doi":"10.5194/egusphere-2023-2370-rc2","title":"Comment on egusphere-2023-2370","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Coupled model intercomparison project; Particulates; Environmental science; Sulfate; Nitrate; Ammonium nitrate; Atmospheric sciences; Meteorology; Climate model; Climatology; Chemistry; Climate change; Physics; 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":[],"consensus_categories":[],"category_scores_codex":[0.001906509,0.0009560065,0.0009029153,0.001177016,0.002258696,0.004063646,0.002182356,0.0172606,0.2809825],"category_scores_gemma":[0.008310582,0.000457479,0.001608797,0.001498807,0.001137733,0.002773251,0.001947342,0.008687271,0.1713577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002824938,"about_ca_system_score_gemma":0.003697658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03698636,"about_ca_topic_score_gemma":0.04307492,"domain_scores_codex":[0.9986829,0.00008551095,0.0001052599,0.0001375614,0.0007100612,0.0002786759],"domain_scores_gemma":[0.9969567,0.0005058896,0.0001375869,0.0002722559,0.0016387,0.0004888625],"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":[0.00002744458,0.0000113372,0.00006841859,0.000037897,0.000001808749,0.00004026981,0.000005335877,0.00001340653,0.00006313906,0.0004071393,0.996429,0.002894755],"study_design_scores_gemma":[0.00002994748,0.00001035593,0.0006271313,0.00005794684,0.000002778651,0.00001244194,0.00002676364,0.00003678937,0.0001209453,0.0004645455,0.998599,0.00001134568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.00101397,0.001466706,0.0009007914,0.2986714,0.3782108,0.0008262327,0.02681925,0.004176063,0.2879148],"genre_scores_gemma":[0.004901236,0.0009814876,0.0007796173,0.4390963,0.04487263,0.0005697313,0.00769173,0.001247176,0.4998601],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2809825,"threshold_uncertainty_score":0.93998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388629006439659,"score_gpt":0.2488696339614518,"score_spread":0.2349833438970552,"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."}}