{"id":"W2148449797","doi":"10.5194/acp-10-10473-2010","title":"GOMOS ozone profile validation using ground-based and balloon sonde measurements","year":2010,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Stratosphere; Altitude (triangle); Environmental science; Remote sensing; Satellite; Ozone; Solar zenith angle; Zenith; Meteorology; Mesosphere; Atmospheric sciences; Lidar; Physics; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007084328,0.0003886112,0.0002274299,0.0005921126,0.0002239801,0.0003931959,0.0003338003,0.0003468245,0.0006118702],"category_scores_gemma":[0.001589624,0.000111723,0.00032332,0.0006221336,0.0001156588,0.0004029532,0.0004897005,0.0002283577,0.0003424909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099204,"about_ca_system_score_gemma":0.0003378279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591318,"about_ca_topic_score_gemma":0.01279154,"domain_scores_codex":[0.9996406,0.00006973512,0.00003093503,0.0000841784,0.0001274876,0.0000469781],"domain_scores_gemma":[0.9993419,0.0001072738,0.00008736503,0.0001755092,0.0002528881,0.000035052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001997259,0.0005974945,0.686273,0.0003832486,0.0009626469,0.0006567314,0.0007527805,0.1105535,0.1043758,0.0006762236,0.006518106,0.08625322],"study_design_scores_gemma":[0.0001269973,0.0002311949,0.9154464,0.00005152366,0.00009512664,0.0001181721,0.0002612932,0.05554168,0.02293911,0.0001768695,0.004975225,0.00003642849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925184,0.00005130118,0.001261831,0.00002329528,0.00001232358,0.00002355098,0.004841611,0.000188569,0.001079156],"genre_scores_gemma":[0.9778901,0.00004280559,0.002602237,0.00002592623,0.000004734703,0.00003952231,0.01897748,0.0000414504,0.0003756899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591318,"threshold_uncertainty_score":0.03164113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958953148270214,"score_gpt":0.2234341362041865,"score_spread":0.2038446047214843,"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."}}