{"id":"W4236992047","doi":"10.5194/acpd-8-4001-2008","title":"Retrieval of stratospheric aerosol size information from OSIRIS limb scattered sunlight spectra","year":2008,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Space Agency","keywords":"Radiance; Aerosol; Wavelength; Extinction (optical mineralogy); Occultation; Stratosphere; Osiris; Particle-size distribution; Remote sensing; Environmental science; Sunlight; Optics; Physics; Atmospheric sciences; Particle size; Meteorology; Geology; Astrophysics","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":[0.0002350025,0.0002820368,0.0002379935,0.0005761893,0.0001498976,0.0003855187,0.0002151551,0.0001653153,0.0007948955],"category_scores_gemma":[0.0003362784,0.000194925,0.0001997213,0.000434719,0.00008831984,0.0003662409,0.0002364593,0.000144162,0.0003942701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003248924,"about_ca_system_score_gemma":0.0003207151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0069193,"about_ca_topic_score_gemma":0.01282939,"domain_scores_codex":[0.9999163,0.0000128666,0.000003697589,0.00001680272,0.00003883511,0.00001146094],"domain_scores_gemma":[0.999908,0.0000132162,0.00001627966,0.00001679451,0.00003655978,0.000009116805],"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":[0.0006352863,0.0003004574,0.1600475,0.0003480225,0.0002626451,0.0002929942,0.0003518205,0.053787,0.5386254,0.001472586,0.004922415,0.238954],"study_design_scores_gemma":[0.0001205849,0.0001130571,0.5372509,0.00006453099,0.00008788702,0.0002036927,0.0001765146,0.3119418,0.1424597,0.001208405,0.006310218,0.00006281266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795487,0.0003044565,0.01360162,0.00004294862,0.00001944834,0.00001657738,0.002387966,0.0006505351,0.003427688],"genre_scores_gemma":[0.9855201,0.0001472574,0.01032293,0.00001990758,0.00000841878,0.000007440296,0.0030756,0.0000368692,0.0008615328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0069193,"threshold_uncertainty_score":0.01375806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255133875025473,"score_gpt":0.2041823862857097,"score_spread":0.1916310475354549,"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."}}