{"id":"W170760127","doi":"10.4401/ag-6339","title":"ACE-FTS version 3.0 data set: validation and data processing update","year":2014,"lang":"en","type":"article","venue":"Annals of Geophysics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"Occultation; Isotopologue; Trace gas; Atmospheric chemistry; Remote sensing; Environmental science; Spectrometer; Satellite; Data set; Meteorology; Physics; Geology; Computer science; Astronomy; Optics; Spectral line; Ozone","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003477351,0.001267725,0.001249493,0.003284681,0.001190115,0.001815617,0.002724581,0.001054729,0.004750344],"category_scores_gemma":[0.006191335,0.0005802485,0.0008981293,0.00526212,0.0004058849,0.001692427,0.0007948424,0.001439438,0.007104763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002102575,"about_ca_system_score_gemma":0.003729037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1509544,"about_ca_topic_score_gemma":0.08488501,"domain_scores_codex":[0.9970827,0.0001794473,0.0002831868,0.0003621562,0.001832397,0.0002601865],"domain_scores_gemma":[0.9887066,0.0004616953,0.0005078135,0.001970055,0.008100934,0.0002528514],"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":[0.001945033,0.0009969688,0.05229354,0.0008169255,0.0005991447,0.0004040139,0.0002466544,0.02845325,0.01854379,0.001880523,0.7593938,0.1344263],"study_design_scores_gemma":[0.0006264489,0.0001773639,0.2081164,0.0001793985,0.0002128714,0.0003182917,0.0001778444,0.04699161,0.03596086,0.001548088,0.705312,0.0003789169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0354256,0.000388978,0.01188061,0.0003576869,0.0003936374,0.000519454,0.9373963,0.00652643,0.007111299],"genre_scores_gemma":[0.02790922,0.0001653895,0.01463566,0.0001437167,0.00006439471,0.0003871601,0.9543206,0.0006898592,0.001684102],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1509544,"threshold_uncertainty_score":0.3001515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09101236143636153,"score_gpt":0.3136989197895218,"score_spread":0.2226865583531603,"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."}}