{"id":"W4297888319","doi":"10.5194/acp-2022-217-ac3","title":"Reply on RC3","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; The Scarborough Hospital","funders":"","keywords":"Span (engineering); Fourier transform infrared spectroscopy; Atmosphere (unit); Meteorology; Atmospheric sciences; Chemistry; Analytical Chemistry (journal); Physics; Optics; Environmental chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007313935,0.0001999119,0.0002741871,0.00001989123,0.0001900665,0.00001517309,0.0003794243,0.00006373809,0.1345602],"category_scores_gemma":[0.0001881723,0.0001703784,0.0001349658,0.0001615704,0.00005288341,0.00003066971,0.0004735343,0.0005445057,0.003330506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003386936,"about_ca_system_score_gemma":0.00001128379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145147,"about_ca_topic_score_gemma":0.00001166443,"domain_scores_codex":[0.9981416,0.00009202314,0.0002697086,0.0004861672,0.0007615294,0.0002489852],"domain_scores_gemma":[0.9991345,0.00009558083,0.0001428304,0.000545613,0.000003522604,0.00007788353],"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":[0.000001384201,0.00002233009,0.00004979824,0.0001358098,0.000004984716,0.000007021949,0.00001831264,0.00004938721,7.422732e-7,0.00001739975,0.9599286,0.03976419],"study_design_scores_gemma":[0.00003140948,0.00007834958,0.00007747875,0.0003294263,0.00001921095,0.000004703279,0.00001076842,0.00001788028,0.000007185149,0.00005162672,0.9991547,0.0002172791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004584691,0.001542459,0.00002189953,0.05752322,0.003769692,0.0002749041,0.00005897642,0.0001662672,0.9365968],"genre_scores_gemma":[0.00005562725,0.0006636725,0.0003443307,0.01928632,0.0003866901,0.00005312765,0.000165505,0.00002963992,0.9790151],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1312297,"threshold_uncertainty_score":0.9974455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06343537146361795,"score_gpt":0.3186358891574008,"score_spread":0.2552005176937828,"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."}}