{"id":"W2147946819","doi":"10.5194/amt-3-523-2010","title":"Water vapour profiles from SCIAMACHY solar occultation measurements derived with an onion peeling approach","year":2010,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; Universität Bremen","keywords":"SCIAMACHY; Occultation; Water vapor; Environmental science; Spectrometer; Differential optical absorption spectroscopy; Altitude (triangle); Atmospheric sciences; Remote sensing; Absorption (acoustics); Meteorology; Physics; Optics; Geology; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001359112,0.000528721,0.0002174038,0.00074886,0.0002611505,0.000420548,0.0003181551,0.0002895198,0.0008470482],"category_scores_gemma":[0.0002975173,0.000140722,0.0003553465,0.0007677104,0.0001345749,0.0005000498,0.0004443472,0.0003126766,0.0003170487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003612333,"about_ca_system_score_gemma":0.0004175253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01698478,"about_ca_topic_score_gemma":0.02806835,"domain_scores_codex":[0.9998889,0.000007347528,0.000003942598,0.00002661181,0.00005523416,0.00001798788],"domain_scores_gemma":[0.9999282,0.000007658599,0.00001545021,0.00001130664,0.00002873584,0.000008517653],"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":[0.001196706,0.0001966173,0.2062797,0.0005061474,0.0007008147,0.0006346713,0.00108175,0.07671265,0.4626139,0.001380831,0.006871802,0.2418243],"study_design_scores_gemma":[0.0001547321,0.0001892403,0.6790017,0.00005749963,0.0001845124,0.0002427092,0.0003036386,0.1800646,0.1230676,0.0007415141,0.0158888,0.0001034874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682082,0.0003836351,0.01574618,0.00007657096,0.00003911623,0.00005929655,0.00411312,0.0006447697,0.01072921],"genre_scores_gemma":[0.9702988,0.0002652149,0.01911732,0.0000388361,0.00002156434,0.00004731122,0.008238646,0.00009157867,0.001880786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698478,"threshold_uncertainty_score":0.03377187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329406163827175,"score_gpt":0.2253161634501433,"score_spread":0.1920221018118715,"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."}}