{"id":"W4252901418","doi":"10.5194/acp-2021-185","title":"Spatial distributions of <i>X</i> <sub> <i>CO</i> <sub>2</sub> </sub> seasonal cycle amplitude and phase over northern high latitude regions","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Office of Polar Programs; Oak Ridge National Laboratory; Goddard Space Flight Center; National Aeronautics and Space Administration; California Institute of Technology; Jet Propulsion Laboratory; National Science Foundation","keywords":"Latitude; Atmospheric sciences; Longitude; Environmental science; Satellite; High latitude; Climatology; Physics; Geography; Geology; Geodesy","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":[0.00009112395,0.0001207,0.0001091322,0.0004784747,0.0001460223,0.0002848702,0.0001369968,0.000106437,0.001149306],"category_scores_gemma":[0.000275985,0.00007095192,0.0001525352,0.0007748751,0.0001595962,0.0001184895,0.0001769649,0.00007418524,0.0002221482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716372,"about_ca_system_score_gemma":0.0001636294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02438645,"about_ca_topic_score_gemma":0.02992544,"domain_scores_codex":[0.9999381,0.000004924872,0.000004200555,0.00002455825,0.00001097868,0.000017272],"domain_scores_gemma":[0.9996753,0.0000410195,0.0001254778,0.00002669187,0.0000845162,0.00004709187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001867453,0.00001893197,0.9656776,0.00003396169,0.00007507116,0.0000903947,0.0002191305,0.002332816,0.01675674,0.0001522344,0.0007421655,0.01371415],"study_design_scores_gemma":[0.000001609881,0.00000664422,0.9981547,0.000001585188,0.000006824954,0.00002168017,0.00004653622,0.001036113,0.0003949357,0.00001338133,0.0003139331,0.000002046333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971281,0.0001002092,0.0001948494,0.00001478064,0.000001918253,0.000003394743,0.001308404,0.00002961991,0.001218694],"genre_scores_gemma":[0.9984519,0.00003591925,0.0001308129,0.000004793112,0.000003449713,0.000004518684,0.00109617,0.000004784302,0.0002676088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02438645,"threshold_uncertainty_score":0.04848897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006286915270484311,"score_gpt":0.2170069981265073,"score_spread":0.210720082856023,"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."}}