{"id":"W3041680076","doi":"10.5194/amt-13-6215-2020","title":"Retrieval of daytime mesospheric ozone using OSIRIS observations of O <sub>2</sub> ( <i>a</i> <sup>1</sup> Δ <sub>g</sub> ) emission","year":2020,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Tekes; Centre National d’Etudes Spatiales; Canadian Space Agency; Swedish National Space Agency","keywords":"Daytime; Radiance; Ozone; Atmospheric sciences; Environmental science; Meteorology; Osiris; Chemistry; Physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003520219,0.0004731285,0.0002964377,0.000550756,0.0002024589,0.0004462597,0.0004557302,0.0003568468,0.00050289],"category_scores_gemma":[0.0004320415,0.0002581216,0.0004810477,0.0008366864,0.0001152681,0.000523694,0.0002569574,0.0003127887,0.0002806436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004981979,"about_ca_system_score_gemma":0.0007864547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02119383,"about_ca_topic_score_gemma":0.03486781,"domain_scores_codex":[0.999855,0.00001413309,0.00001357802,0.00005014657,0.0000456014,0.0000214407],"domain_scores_gemma":[0.9998185,0.00001555506,0.00004537727,0.00004165335,0.00005802032,0.00002080694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009978809,0.001329394,0.2496063,0.0005195926,0.001022186,0.0005986543,0.0004229958,0.1739863,0.3477683,0.001146764,0.01553626,0.2070654],"study_design_scores_gemma":[0.0003014466,0.0001313928,0.4134094,0.00004097464,0.0002210476,0.00009580918,0.0002685009,0.5150554,0.06129069,0.0003349979,0.008763777,0.00008670113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798229,0.0002225253,0.007237484,0.00008062546,0.00004601481,0.00003865133,0.01080436,0.0006815947,0.001065718],"genre_scores_gemma":[0.9520457,0.000170891,0.02497629,0.00003953439,0.00002715737,0.00003809873,0.02197005,0.00005616752,0.0006760987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02119383,"threshold_uncertainty_score":0.04214096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04989293317862242,"score_gpt":0.226356329103743,"score_spread":0.1764633959251205,"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."}}