{"id":"W2598616611","doi":"10.5539/ep.v6n1p19","title":"Airborne Particulate Matter from Sparkling Fireworks","year":2017,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kanazawa University; Kindai University","keywords":"Fireworks; Particulates; Environmental science; Environmental chemistry; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001861106,0.00009852084,0.0000951257,0.000006582592,0.0006362133,0.00006289558,0.0001018587,0.00007886508,0.008413324],"category_scores_gemma":[0.00001181107,0.00008958355,0.00002347107,0.000008029977,0.0002118189,0.0002931911,0.0001554754,0.0001015934,0.003642697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007298885,"about_ca_system_score_gemma":0.000001774039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007798588,"about_ca_topic_score_gemma":0.00004023473,"domain_scores_codex":[0.9992216,0.00003650195,0.0001367415,0.0002189977,0.000146339,0.0002397941],"domain_scores_gemma":[0.9994085,0.00001177867,0.0001073425,0.0003234395,3.043924e-7,0.0001486269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005554562,0.00007690282,0.9124984,0.000008481074,0.00001560487,0.000006668599,0.001161539,0.0007967859,0.001271895,0.00009492099,0.0162732,0.06774002],"study_design_scores_gemma":[0.000219264,0.00002070269,0.9397759,0.00001254025,0.00001240235,8.192687e-7,0.00001659992,0.001323138,0.000348798,0.001314826,0.05684187,0.0001131816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799001,0.0001077967,0.001279658,0.0146405,0.0001081213,0.0001166083,0.00001341393,0.00001498271,0.003818861],"genre_scores_gemma":[0.9952692,0.0001784271,0.0008353168,0.002222599,0.00009212397,0.000005543861,0.00000909368,0.000007445392,0.001380267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06762683,"threshold_uncertainty_score":0.9971331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716805789096951,"score_gpt":0.2642030960840143,"score_spread":0.2370350381930448,"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."}}