{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002897709,0.0005489285,0.000727129,0.0005283696,0.0007541301,0.00005052649,0.0008326759,0.0004644255,0.00003595198],"category_scores_gemma":[0.00001457235,0.0004604658,0.00025491,0.001145441,0.0002586866,0.0001644449,0.0001539624,0.0006265435,0.000002323664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231851,"about_ca_system_score_gemma":0.0001459632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061311,"about_ca_topic_score_gemma":0.001009864,"domain_scores_codex":[0.9977469,0.0001329232,0.0003345818,0.0008124555,0.0004710781,0.000502002],"domain_scores_gemma":[0.9976618,0.0002084572,0.0006744551,0.0008882007,0.0004252508,0.0001417887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001357786,0.0006256609,0.0131385,0.0003719625,0.003393053,0.000005833585,0.002727839,0.000055268,0.9516705,0.003084238,0.0002781778,0.0232912],"study_design_scores_gemma":[0.001661234,0.0004762635,0.01251229,0.0003115786,0.003000703,0.000002209812,0.02913907,0.00001159159,0.9467006,0.00009341291,0.005346738,0.0007443335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942703,0.000144403,0.000162998,0.0002438175,0.0004857521,0.001199866,0.0001059572,0.00007827532,0.003308681],"genre_scores_gemma":[0.9858911,0.0001519199,0.0001878907,0.00001281646,0.0001314856,0.00001152244,0.000161569,0.00004092073,0.01341076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02641123,"threshold_uncertainty_score":0.9997847,"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."}}