{"id":"W2472124108","doi":"10.14288/1.0091779","title":"Public health impacts of naturally-derived particulate matter : a case study of Asian dust in southwestern British Columbia","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Particulates; Public health; Environmental science; Geography; Chemistry","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":[0.0002672998,0.0005019713,0.0003729021,0.001048808,0.005101454,0.0009739909,0.001377567,0.000867044,0.001370371],"category_scores_gemma":[0.0007905302,0.000311613,0.000202631,0.0022148,0.0008453043,0.0002066353,0.001054084,0.0008033017,0.0001736575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01241418,"about_ca_system_score_gemma":0.01165117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9641435,"about_ca_topic_score_gemma":0.9864189,"domain_scores_codex":[0.9995689,0.0000613219,0.00002392919,0.00005058823,0.0001148555,0.0001804375],"domain_scores_gemma":[0.9994015,0.00006457242,0.0000770193,0.00002858427,0.000217549,0.0002108256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001694488,0.0004566299,0.9057546,0.0001650317,0.00008889211,0.05101269,0.02054583,0.000530061,0.0031027,0.0002443136,0.001805646,0.01612427],"study_design_scores_gemma":[0.00002878766,0.000209069,0.9270218,0.00007693338,0.00004871374,0.005910825,0.06240653,0.0009775201,0.0004036002,0.00008767862,0.002792235,0.00003635653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985265,0.0001039343,0.00003417592,0.000137889,0.000002307804,0.00003522293,0.00009555795,0.000002762012,0.001061626],"genre_scores_gemma":[0.997981,0.0003382774,0.0001254284,0.0001787493,0.000004010384,0.00002109455,0.0001049652,0.000003366592,0.001242938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03585649,"threshold_uncertainty_score":0.09007168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768856028486181,"score_gpt":0.233623401873943,"score_spread":0.2059348415890812,"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."}}