{"id":"W4388328697","doi":"10.5194/gmd-2023-86-ac2","title":"Reply on RC2","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":"Environment and Climate Change Canada","funders":"","keywords":"Scavenging; Precipitation; Aerosol; Liquid water content; Ammonium sulfate; Chemistry; Particulates; Cloud condensation nuclei; Atmospheric sciences; Meteorology; Cloud computing; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002093562,0.0008828023,0.0009292677,0.001013853,0.002763748,0.004132025,0.002767325,0.01845434,0.2352776],"category_scores_gemma":[0.02351101,0.0004865454,0.001267171,0.0007372691,0.001669899,0.003373722,0.002624513,0.01679723,0.1825451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003120802,"about_ca_system_score_gemma":0.002591233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006196578,"about_ca_topic_score_gemma":0.007161897,"domain_scores_codex":[0.997912,0.000354818,0.0002026516,0.0004177888,0.0007666831,0.0003460035],"domain_scores_gemma":[0.9950523,0.001342429,0.0001853224,0.0004482531,0.002157156,0.0008145199],"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":[0.0000113028,0.000003767021,0.00002742873,0.00001466275,0.000001427267,0.00005573344,0.000009385638,0.000004372155,0.00002499867,0.0003474369,0.997015,0.002484549],"study_design_scores_gemma":[0.000007797268,0.0000057503,0.0001120863,0.00003864781,0.000001760725,0.00004855609,0.00004147653,0.00001709268,0.00006051525,0.0003739141,0.9992868,0.000005629686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003109351,0.001945134,0.0003814818,0.6072274,0.3195209,0.0001809115,0.001130817,0.0006927142,0.06860971],"genre_scores_gemma":[0.003435077,0.001221558,0.0002981066,0.6331236,0.07752986,0.0002247025,0.0004176241,0.0004254637,0.2833241],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2352776,"threshold_uncertainty_score":0.787082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800443739777595,"score_gpt":0.2670451887122753,"score_spread":0.2290407513144993,"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."}}