{"id":"W4205484524","doi":"10.22215/etd/2021-14660","title":"Temporal Trends in Ambient Fine Particulate Air Pollution in Grenada, West Indies, 2020","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Particulates; Particulate pollution; Environmental science; Storm; West indies; Air pollution; Dust storm; Air quality index; Pollutant; Geography; Pollution; Meteorology","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":[0.0003177786,0.0001687602,0.0001022627,0.0009976474,0.0002600096,0.000737953,0.000371387,0.0002194349,0.001222835],"category_scores_gemma":[0.0006841443,0.00008642692,0.0002404786,0.001573859,0.0001253105,0.0002627604,0.000338768,0.0002377241,0.0005433091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431061,"about_ca_system_score_gemma":0.0009127781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4040538,"about_ca_topic_score_gemma":0.516679,"domain_scores_codex":[0.9998733,0.00001777116,0.00001673509,0.000026852,0.00003210321,0.00003328306],"domain_scores_gemma":[0.9997087,0.00001796542,0.00009102328,0.00001320014,0.0001237548,0.00004530799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001310482,0.00004467988,0.9881991,0.00006346296,0.00009033033,0.0001727667,0.0008813149,0.0002225837,0.0007751874,0.0000726874,0.002017848,0.007328901],"study_design_scores_gemma":[8.573151e-7,0.000009251535,0.9976978,0.000009254994,0.000008788026,0.00002598196,0.0006355693,0.00004574196,0.00004566499,0.000003875125,0.001515449,0.00000176553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982891,0.0006865968,0.00005749808,0.0002869959,0.00001371355,0.00001688093,0.01227308,0.00001579199,0.003758428],"genre_scores_gemma":[0.9864081,0.001010046,0.0002673641,0.0001034717,0.000009976885,0.00004183128,0.007684428,0.000009903021,0.004464763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4040538,"threshold_uncertainty_score":0.8034039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552499769916183,"score_gpt":0.3077592906898055,"score_spread":0.2822342929906436,"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."}}