{"id":"W4307295864","doi":"10.1016/j.jqsrt.2022.108406","title":"Infrared transmittance spectra of polar stratospheric clouds","year":2022,"lang":"en","type":"article","venue":"Journal of Quantitative Spectroscopy and Radiative Transfer","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Polar; Infrared; Infrared spectroscopy; Nitric acid; Sulfuric acid; Spectral line; Ozone depletion; Chemistry; Supercooling; Atmospheric sciences; Analytical Chemistry (journal); Stratosphere; Geology; Meteorology; Optics; Physics; Inorganic chemistry; Environmental chemistry; Organic chemistry; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005102476,0.0001879083,0.0005011418,0.00004509047,0.000249542,0.00002201309,0.0002149947,0.00003734037,0.004001739],"category_scores_gemma":[0.00001315906,0.0001519363,0.0001822127,0.0004970639,0.0002534977,0.0003526247,0.000004099323,0.0004691698,0.000003762857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001547556,"about_ca_system_score_gemma":0.0001612744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009424868,"about_ca_topic_score_gemma":0.00006890701,"domain_scores_codex":[0.9982378,0.0002811121,0.0005831303,0.0001770772,0.0004408881,0.0002800312],"domain_scores_gemma":[0.9992438,0.0002466076,0.0002116801,0.00008342521,0.00008223814,0.0001322329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01319494,0.001238515,0.7109131,0.0004789471,0.00255124,0.0007561897,0.06943496,0.03600179,0.0808727,0.0714796,0.001722613,0.01135546],"study_design_scores_gemma":[0.005464761,0.02094977,0.8832435,0.00008813358,0.0003650179,0.0003483767,0.03184333,0.004795738,0.02253046,0.02401531,0.005443363,0.0009122491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685686,0.009463288,0.01610585,0.0002397696,0.0002429963,0.0001549905,0.0002685409,0.000008556333,0.004947459],"genre_scores_gemma":[0.9858561,0.001467351,0.01238059,0.0001401396,0.00005714448,7.945843e-7,0.000007254379,0.000007874146,0.00008279172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1723304,"threshold_uncertainty_score":0.9969087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469122016332382,"score_gpt":0.2508863120680149,"score_spread":0.2361950919046911,"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."}}