{"id":"W4288763633","doi":"10.5194/amt-2022-66-ac1","title":"Reply on RC1","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":"","funders":"Nuclear Safety and Security Commission; York University; National Aeronautics and Space Administration","keywords":"Span (engineering); Measure (data warehouse); Life span; Class (philosophy); Mathematics; Meteorology; Physics; Structural engineering; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004321357,0.001359196,0.001498987,0.001637456,0.004543139,0.006437361,0.004862002,0.03609949,0.1746731],"category_scores_gemma":[0.03944385,0.0008605919,0.002033866,0.001274543,0.002968703,0.005161383,0.003656574,0.02866198,0.1443732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005286803,"about_ca_system_score_gemma":0.005944086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008374218,"about_ca_topic_score_gemma":0.009347714,"domain_scores_codex":[0.9955621,0.0007694974,0.0004590897,0.0007775696,0.001654624,0.0007772103],"domain_scores_gemma":[0.989056,0.003137526,0.0004106892,0.0008032474,0.004864024,0.001728586],"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":[0.000008705941,0.000003730649,0.00002350496,0.00001761799,0.000001602908,0.00004599705,0.00001140418,0.00000346338,0.00001558809,0.0003302827,0.9978638,0.001674199],"study_design_scores_gemma":[0.00001394132,0.000008468026,0.0001427409,0.00006697422,0.000003371459,0.00006147559,0.00006423843,0.00001513526,0.00005378241,0.0005548137,0.9990044,0.00001060159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001667408,0.001703909,0.000181036,0.7485043,0.2186958,0.0001096424,0.0005519889,0.0004420606,0.02964451],"genre_scores_gemma":[0.001514385,0.0009004903,0.0001697766,0.8279049,0.05948858,0.0001888108,0.0002379946,0.0002157558,0.1093792],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1746731,"threshold_uncertainty_score":0.5843399,"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."}}