{"id":"W4401639555","doi":"10.5194/egusphere-2024-2115","title":"Validation of the version 4.5 MAESTRO ozone and NO <sub>2</sub> measurements","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; York University; University of Toronto","funders":"Canadian Space Agency","keywords":"Stratosphere; Ozone; Environmental science; Ozone layer; Atmospheric sciences; Ozone Monitoring Instrument; Microwave Limb Sounder; Ultraviolet; Troposphere; Satellite; Tropospheric ozone; Occultation; Remote sensing; Meteorology; Physics; Optics; Geography; Astrophysics; Astronomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00195777,0.0007924398,0.0003924413,0.0008216462,0.0006077883,0.000954643,0.001311412,0.0008647512,0.0009454699],"category_scores_gemma":[0.002563693,0.000304873,0.0006046664,0.0008961603,0.0002513885,0.0009067847,0.0006535483,0.0004841942,0.0007316933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007555063,"about_ca_system_score_gemma":0.0008121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04033341,"about_ca_topic_score_gemma":0.04621612,"domain_scores_codex":[0.9988667,0.0001506892,0.00008871792,0.0003796724,0.0004066965,0.0001076715],"domain_scores_gemma":[0.9985687,0.0001624792,0.0001611791,0.0003948857,0.0006387602,0.00007406632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001421976,0.0007372459,0.7334371,0.0004027138,0.001157096,0.0005260489,0.0005975395,0.06451471,0.09156005,0.000864624,0.006711199,0.09806975],"study_design_scores_gemma":[0.0002234704,0.0004631735,0.8084445,0.0001011893,0.0003209998,0.0002026603,0.0004354012,0.08910417,0.07203039,0.000275277,0.02831489,0.00008372527],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974737,0.0005314252,0.006032306,0.0001025406,0.0001477194,0.0001111239,0.01193754,0.0007792701,0.00562102],"genre_scores_gemma":[0.9567887,0.0002021056,0.01303065,0.0001115711,0.00002460303,0.0001075077,0.02773103,0.0001035287,0.001900464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04033341,"threshold_uncertainty_score":0.08019733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110238728692693,"score_gpt":0.2123422897591509,"score_spread":0.191239902472224,"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."}}