{"id":"W2116971647","doi":"10.1029/2001jd000471","title":"Reconstruction of three‐dimensional ozone fields using POAM III during SOLVE","year":2002,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Occultation; Ozone; Atmospheric sciences; Environmental science; Potential vorticity; Aerosol; Northern Hemisphere; Polar; Middle latitudes; Ozone layer; Latitude; Mixing ratio; Meteorology; Stratosphere; Vorticity; Geology; Vortex; Physics; Geodesy","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":[],"category_scores_codex":[0.0005262856,0.0001356019,0.0003765204,0.00001672163,0.0002608473,0.00004775822,0.0002865176,0.0001042285,0.007699243],"category_scores_gemma":[0.0001686145,0.0001021728,0.0002036668,0.0004750933,0.0003076481,0.0004598133,0.00004012115,0.0006693457,0.00008630676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000019826,"about_ca_system_score_gemma":0.00009162886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002910453,"about_ca_topic_score_gemma":0.0005459253,"domain_scores_codex":[0.9975283,0.000122448,0.0005580559,0.0001805412,0.001119316,0.0004914025],"domain_scores_gemma":[0.9984525,0.0003809844,0.0003042675,0.0001780924,0.0004355191,0.0002485644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002911999,0.001020286,0.5179474,0.0003454256,0.0008335412,0.0008601994,0.001019157,0.05406111,0.01902088,0.0003481792,0.004065529,0.3975663],"study_design_scores_gemma":[0.003207125,0.003221169,0.6795087,0.0006330109,0.0001064002,0.0009494252,0.001229872,0.2926613,0.004897048,0.01264121,0.0003702214,0.0005744682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964805,0.001040682,0.0001718392,0.0001745212,0.0002422851,0.00008405857,0.00000559236,0.000007327078,0.001793193],"genre_scores_gemma":[0.9929021,0.0001628698,0.006130666,0.00001734072,0.0005009855,2.22587e-7,9.364027e-7,0.000006072358,0.0002787906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3969918,"threshold_uncertainty_score":0.9932079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05234884240633227,"score_gpt":0.2858883367113231,"score_spread":0.2335394943049908,"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."}}