{"id":"W4322753788","doi":"10.5194/egusphere-2022-1292-rc2","title":"Comment on egusphere-2022-1292","year":2023,"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":"Dalhousie University","funders":"Nuclear Safety and Security Commission; National Aeronautics and Space Administration; National Science Foundation","keywords":"Aerosol; Chemical transport model; Environmental science; Sulfate; Atmospheric sciences; Ammonium sulfate; Meteorology; Chemistry; 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":[0.001771122,0.001062324,0.001024308,0.001430309,0.002996948,0.004292357,0.00242816,0.01470644,0.5276172],"category_scores_gemma":[0.01000597,0.0005192826,0.001459759,0.001740232,0.001375269,0.002696369,0.002354094,0.007939339,0.4156795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002616434,"about_ca_system_score_gemma":0.002324336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701652,"about_ca_topic_score_gemma":0.01855892,"domain_scores_codex":[0.9984972,0.00009763198,0.000111165,0.0001701846,0.0008538777,0.0002698704],"domain_scores_gemma":[0.9960136,0.0007073403,0.0001471576,0.0004999251,0.001933569,0.0006984262],"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":[0.00002487632,0.00001538242,0.0000464578,0.00003228304,0.000001573187,0.00004577725,0.000006024159,0.000008100332,0.00007122194,0.0003714459,0.9954582,0.00391873],"study_design_scores_gemma":[0.00002296945,0.00001107006,0.0003595874,0.00005079009,0.000001699806,0.00001435424,0.00002271138,0.00002492571,0.0001101921,0.0003030374,0.9990712,0.000007423145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006667667,0.000842692,0.0006990011,0.1477775,0.3444825,0.0007396584,0.009112975,0.004879105,0.4908],"genre_scores_gemma":[0.002686689,0.0005427912,0.0004367851,0.1604075,0.03889307,0.0003520642,0.002880715,0.001330359,0.79247],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5276172,"threshold_uncertainty_score":0.6737968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386399602465405,"score_gpt":0.2659043772276299,"score_spread":0.2320403812029759,"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."}}