{"id":"W4397000790","doi":"10.1016/j.heliyon.2024.e31262","title":"Dust events characterization from visibility, trends and Dust Adversity Index in the Canary Islands for the period 1980–2022","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visibility; Geography; Geopotential height; Climatology; Index (typography); Demography; Quarter (Canadian coin); Population; Environmental science; Physical geography; Meteorology; Precipitation; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002390896,0.0002533041,0.0001635828,0.002509546,0.0002177463,0.0005645189,0.0002503946,0.0002058772,0.0007088809],"category_scores_gemma":[0.000629317,0.00007478416,0.0003220777,0.00224764,0.0001525333,0.0002572724,0.0004945952,0.0002156198,0.0001893096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008250888,"about_ca_system_score_gemma":0.0006369498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1658528,"about_ca_topic_score_gemma":0.2256576,"domain_scores_codex":[0.9998368,0.00001119138,0.00002524061,0.00003296834,0.00005469443,0.00003899854],"domain_scores_gemma":[0.9995372,0.00004321522,0.0001597486,0.00002292793,0.0001560749,0.00008074813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004003113,0.00001918075,0.9917786,0.00003858007,0.00007498047,0.000166902,0.0001828932,0.001011968,0.0005910575,0.00006781056,0.0005550621,0.005472946],"study_design_scores_gemma":[4.545321e-7,0.000006089871,0.9984705,0.000004912838,0.00001172353,0.00002400306,0.0001977814,0.0006726473,0.00006686033,0.000008637213,0.0005342243,0.000002114386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993549,0.000418141,0.0001551874,0.00004722907,0.000008660669,0.00001473956,0.003917747,0.00001276737,0.001876616],"genre_scores_gemma":[0.992803,0.0002842059,0.0001632126,0.000008937202,0.00001104015,0.00001662192,0.006116586,0.000002944665,0.0005934522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658528,"threshold_uncertainty_score":0.329775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169734583974646,"score_gpt":0.2213853651657045,"score_spread":0.2096880193259581,"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."}}