{"id":"W7048001923","doi":"","title":"The influence of stratospheric temperature changes on ozone trends:
\\nAnalysis of OMI ozone products and improvements for the differential
\\noptical absorption spectroscopy (DOAS) technique that is applied to OMI
\\nsatellite measurements.","year":2012,"lang":"en","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone; Ozone Monitoring Instrument; Stratosphere; Ozone layer; Sensitivity (control systems); Ozone depletion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004697297,0.0003182676,0.0001585066,0.0002811886,0.0002762285,0.0006397631,0.0003444279,0.0004174769,0.0007866462],"category_scores_gemma":[0.001168834,0.0001935851,0.0002756484,0.0004048101,0.0001366759,0.000617833,0.0002988036,0.0003819785,0.0003198278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007184008,"about_ca_system_score_gemma":0.0003654935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02343014,"about_ca_topic_score_gemma":0.06008121,"domain_scores_codex":[0.9996908,0.0000417668,0.00001455029,0.00009221763,0.0001423346,0.00001844785],"domain_scores_gemma":[0.9996568,0.00008030628,0.000072232,0.00006528729,0.0001133473,0.00001208396],"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":[0.0007248615,0.0002184685,0.3726673,0.0004624953,0.0003715668,0.0002250724,0.0003434164,0.02976429,0.4232064,0.0009855737,0.003712163,0.1673184],"study_design_scores_gemma":[0.00002187384,0.0002240648,0.7349042,0.00004170952,0.0001279933,0.000107774,0.0001219395,0.07204226,0.1850971,0.0002036527,0.007052374,0.00005501794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722074,0.001112315,0.0172071,0.0003607898,0.0001125229,0.0000457105,0.003003443,0.0004583332,0.005492374],"genre_scores_gemma":[0.9847067,0.0003840299,0.01101181,0.0000955618,0.00003033918,0.00002214154,0.001891085,0.0001463109,0.00171206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02343014,"threshold_uncertainty_score":0.04658753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456707703774888,"score_gpt":0.2196346063162994,"score_spread":0.2050675292785505,"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."}}