{"id":"W2342205477","doi":"10.5281/zenodo.48902","title":"The Ground-Based Musica Dataset: Tropospheric Water Vapour Isotopologues (H216O, H218O And Hd16O) As Obtained From Ndacc/Ftir Solar Absorption Spectra","year":2016,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"European Commission","keywords":"Isotopologue; Troposphere; Water vapor; Environmental science; Radiosonde; Fourier transform infrared spectroscopy; Atmospheric sciences; Remote sensing; Spectral line; Meteorology; Geology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007312591,0.002403623,0.001289227,0.002908012,0.0007894145,0.001331145,0.003640356,0.002421831,0.007405446],"category_scores_gemma":[0.001729084,0.0005847237,0.0016533,0.004876825,0.0005469708,0.001432879,0.001291903,0.001795239,0.01355013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206628,"about_ca_system_score_gemma":0.001244774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02610591,"about_ca_topic_score_gemma":0.03307531,"domain_scores_codex":[0.9992589,0.00006672719,0.00007266456,0.0002139246,0.0002829804,0.0001047592],"domain_scores_gemma":[0.9987978,0.0001256822,0.0001308521,0.0004194147,0.0004009431,0.000125337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007382483,0.0006182696,0.0182587,0.00244178,0.0005999753,0.0005397973,0.0001736752,0.01428484,0.01434598,0.001184728,0.9040815,0.04273257],"study_design_scores_gemma":[0.001520389,0.0002177,0.1379512,0.0004183476,0.0002138056,0.0006017854,0.0005019367,0.03390817,0.02216258,0.002955948,0.7992418,0.0003063511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01332495,0.0002769813,0.0006034098,0.0001280925,0.00007220315,0.00006265657,0.9821026,0.002013725,0.001415443],"genre_scores_gemma":[0.00688703,0.00007149862,0.001847465,0.00003319874,0.00001562334,0.00005989278,0.9906288,0.0001151988,0.0003414035],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02610591,"threshold_uncertainty_score":0.0519079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486474569403131,"score_gpt":0.2092619623256348,"score_spread":0.1943972166316035,"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."}}