{"id":"W6983412862","doi":"","title":"Measurements of Greenhouse Gases from Near-infrared Solar Absorption Spectra","year":2021,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solar zenith angle; Zenith; Satellite; Greenhouse gas; HITRAN; Spectral line; SCIAMACHY; A priori and a posteriori; Absorption (acoustics)","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":[0.0002454568,0.0002810471,0.0001993338,0.0004513298,0.0003090777,0.0004992766,0.0003669899,0.0002312389,0.001147274],"category_scores_gemma":[0.0003398299,0.0001762156,0.0001845403,0.0004636507,0.00008801171,0.0005559404,0.0002503135,0.0003428261,0.0005607861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004344756,"about_ca_system_score_gemma":0.0002908937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005677158,"about_ca_topic_score_gemma":0.01517458,"domain_scores_codex":[0.9996991,0.00002163642,0.000009747576,0.00008193599,0.0001663541,0.00002122097],"domain_scores_gemma":[0.999902,0.00001373432,0.00001040998,0.00001843295,0.00005098668,0.000004440244],"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":[0.0002374974,0.0001250428,0.05329132,0.0002689643,0.00009329884,0.0000556929,0.0001596512,0.01235035,0.8123574,0.0006851902,0.002445888,0.1179298],"study_design_scores_gemma":[0.0000431915,0.0001552164,0.1820311,0.00007258492,0.0001236121,0.0001818295,0.0001740573,0.04592502,0.7369958,0.0006283502,0.03356974,0.00009948659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138553,0.001779303,0.0519993,0.0001827,0.0001641509,0.00009642104,0.005065475,0.001446857,0.0254105],"genre_scores_gemma":[0.9139807,0.001825947,0.0718984,0.0001240959,0.00005880607,0.00006623584,0.005977872,0.000201872,0.00586617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005677158,"threshold_uncertainty_score":0.01128823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191828542353862,"score_gpt":0.2048134506789225,"score_spread":0.1928951652553839,"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."}}