{"id":"W2518483737","doi":"10.15278/isms.2016.mg02","title":"THE ATMOSPHERIC CHEMISTRY EXPERIMENT (ACE): CO, CH4 AND N2O ISOTOPOLOGUES","year":2016,"lang":"en","type":"article","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Isotopologue; Occultation; Trace gas; Atmospheric sciences; Satellite; Atmospheric chemistry; Environmental science; Infrared; Remote sensing; Meteorology; Physics; Geology; Spectral line; Astronomy; Ozone","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":[0.001632132,0.001141851,0.0006526918,0.0006626921,0.001663638,0.001007523,0.00101596,0.001035624,0.001187243],"category_scores_gemma":[0.0008242614,0.0003169188,0.0003471442,0.002506779,0.0006389058,0.001359109,0.001181179,0.001330987,0.0004296586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106941,"about_ca_system_score_gemma":0.002128566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06058322,"about_ca_topic_score_gemma":0.06863683,"domain_scores_codex":[0.9992084,0.0001147315,0.00003425377,0.0002002053,0.0003484148,0.00009397],"domain_scores_gemma":[0.9992802,0.00006871115,0.00008845214,0.0001669524,0.0002061294,0.0001895732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01096144,0.007430675,0.3120317,0.002152115,0.00157748,0.0008297763,0.0007896466,0.06480832,0.1602709,0.03878966,0.2208384,0.1795199],"study_design_scores_gemma":[0.003762972,0.001590155,0.6325359,0.0001105997,0.0003431592,0.0003553252,0.0002356471,0.0487585,0.09239075,0.00669085,0.2128885,0.0003376452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6123515,0.002503779,0.02375616,0.002391462,0.0009673618,0.002273666,0.2844909,0.003161577,0.0681037],"genre_scores_gemma":[0.7633275,0.001779921,0.04415559,0.001217188,0.0005216664,0.001778385,0.1815243,0.0003290212,0.005366501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06058322,"threshold_uncertainty_score":0.1204612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003798681629465746,"score_gpt":0.2000929709101099,"score_spread":0.1962942892806441,"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."}}