{"id":"W2345429993","doi":"10.5194/acp-17-143-2017","title":"Study of the footprints of short-term variation in XCO <sub>2</sub> observed by TCCON sites using NIES and FLEXPART atmospheric transport models","year":2017,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Environmental science; Satellite; Collocation (remote sensing); Dispersion (optics); Footprint; Polyphemus; Flux (metallurgy); SCIAMACHY; Meteorology; Atmospheric sciences; Remote sensing; Physics; Geology","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":[0.0005583575,0.0003796355,0.0002238983,0.000651343,0.0002778309,0.0004688229,0.0004593293,0.0004011564,0.0004391701],"category_scores_gemma":[0.000942876,0.0001493613,0.0004384838,0.0008569843,0.0001772482,0.0004230411,0.0003237999,0.0002410064,0.0000833228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000865106,"about_ca_system_score_gemma":0.0006187145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1229334,"about_ca_topic_score_gemma":0.1127685,"domain_scores_codex":[0.9998711,0.00002990715,0.00001003841,0.00003820931,0.00003030907,0.00002043224],"domain_scores_gemma":[0.9994391,0.0001811128,0.0000913474,0.00008553073,0.0001497525,0.00005310324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006132993,0.0002254633,0.5824277,0.00009932971,0.0003514213,0.000489104,0.0003223188,0.3770268,0.008559923,0.0008255906,0.001409763,0.02764923],"study_design_scores_gemma":[0.00002678125,0.00004083692,0.3422586,0.00001873088,0.00006790046,0.00004648376,0.0001874815,0.6533269,0.003052892,0.0001144361,0.0008332976,0.00002561741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971623,0.00004097003,0.001001796,0.00002632699,0.000006148193,0.000009469277,0.001089046,0.00006254826,0.0006013956],"genre_scores_gemma":[0.9951155,0.00003081554,0.001962669,0.00000546786,0.000003862409,0.00001361889,0.002673974,0.00001237463,0.0001816722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1229334,"threshold_uncertainty_score":0.2444356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998740583630168,"score_gpt":0.2157897683654826,"score_spread":0.1958023625291809,"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."}}