{"id":"W4385781700","doi":"10.1016/j.jqsrt.2023.108752","title":"Abundances of 15NO2 and H15NO3 in the stratosphere","year":2023,"lang":"en","type":"article","venue":"Journal of Quantitative Spectroscopy and Radiative Transfer","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Canadian Space Agency; National Aeronautics and Space Administration","keywords":"Stratosphere; Equator; Atmospheric sciences; Environmental science; Isotopologue; Climatology; Latitude; Physics; Geology; Geodesy; Astronomy; Spectral line","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006411777,0.0001056871,0.0002759848,0.00003614073,0.00007950122,0.00002914917,0.0001089523,0.00003533289,0.0001986134],"category_scores_gemma":[0.00002087238,0.00006032746,0.0000534131,0.0004202372,0.0002745508,0.0002740918,0.000001924187,0.000202603,0.000005311508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002179739,"about_ca_system_score_gemma":0.00004565268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000152837,"about_ca_topic_score_gemma":0.0006033706,"domain_scores_codex":[0.999031,0.000162602,0.0003219438,0.0001022345,0.0002072378,0.0001749456],"domain_scores_gemma":[0.9992523,0.0005303018,0.00008659485,0.00004269485,0.00003900855,0.0000491234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009611906,0.00009460247,0.9223695,0.0001690053,0.0002264936,0.0001703465,0.0416364,0.00162199,0.004570393,0.01976776,0.000403894,0.008008362],"study_design_scores_gemma":[0.0006644085,0.001458488,0.9686266,0.00005849768,0.00003301443,0.00002533133,0.02115377,0.001085122,0.001114267,0.005433572,0.0002506557,0.00009624618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924839,0.004391806,0.0006833166,0.0006651594,0.00006515552,0.00009249563,0.00003347931,0.000003570434,0.001581181],"genre_scores_gemma":[0.992157,0.006127677,0.001583754,0.00008226186,0.00003170043,3.329838e-7,0.000002098013,0.000002482913,0.00001269301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04625706,"threshold_uncertainty_score":0.2460082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340045566614516,"score_gpt":0.2805564646190036,"score_spread":0.2571560089528585,"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."}}