{"id":"W3034407919","doi":"10.5194/acp-21-239-2021","title":"African dust particles over the western Caribbean – Part I: Impact on air quality over the Yucatán Peninsula","year":2021,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Universidad Autónoma de Yucatán; Consejo Nacional de Ciencia y Tecnología","keywords":"Mineral dust; Radiosonde; Peninsula; Air quality index; Aerosol; Environmental science; Particulates; Atmospheric sciences; Meteorology; Geography; Geology; Chemistry","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":[0.0001329639,0.0002883512,0.0001942854,0.000544561,0.0006410787,0.0006976773,0.0001679551,0.0003254467,0.001002733],"category_scores_gemma":[0.0001665359,0.0001009159,0.0002119104,0.0009608782,0.0001768203,0.0002500008,0.0004475086,0.000198672,0.0001115399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009556623,"about_ca_system_score_gemma":0.0006622038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3760634,"about_ca_topic_score_gemma":0.4744763,"domain_scores_codex":[0.999915,0.00001146762,0.000004622188,0.00002215802,0.00001777663,0.0000290078],"domain_scores_gemma":[0.9998785,0.00001052309,0.00002474131,0.000007172979,0.00006096136,0.00001808443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001620757,0.00006346716,0.9682989,0.0001137357,0.0001422653,0.000806454,0.0009130088,0.000496818,0.01332277,0.00009566362,0.00061361,0.0149713],"study_design_scores_gemma":[0.000001558752,0.000005553015,0.9986334,0.00001002622,0.000009997534,0.00001959508,0.000514948,0.0001994544,0.0001747677,0.000005648149,0.0004225714,0.000002374541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986259,0.0002998797,0.00002582489,0.00004936988,0.000003918818,0.000006175153,0.0003608657,0.000002997456,0.0006251216],"genre_scores_gemma":[0.9989296,0.0002493702,0.00006607294,0.00002483607,0.000004187016,0.000006611628,0.000427465,0.000002458537,0.0002893774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3760634,"threshold_uncertainty_score":0.7477489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574183296341619,"score_gpt":0.2469346972467173,"score_spread":0.2311928642833011,"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."}}