{"id":"W4323660385","doi":"10.1097/ee9.0000000000000245","title":"Clean air in Europe for all","year":2023,"lang":"en","type":"article","venue":"Environmental Epidemiology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Environmental science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002109263,0.0008797295,0.0008716663,0.001501321,0.001341417,0.0072054,0.001396214,0.003710187,0.4110121],"category_scores_gemma":[0.005996224,0.0001957617,0.0008250031,0.002125287,0.001296908,0.003729386,0.004351051,0.003190907,0.3021621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010688,"about_ca_system_score_gemma":0.004050522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186284,"about_ca_topic_score_gemma":0.001376307,"domain_scores_codex":[0.9966685,0.0007560446,0.0002374332,0.000740933,0.001078105,0.0005189959],"domain_scores_gemma":[0.998273,0.0001682582,0.0002085162,0.0003649003,0.0005514424,0.0004338225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002991242,0.00005260288,0.0007340665,0.0005105201,0.0000196258,0.0001453053,0.0001128119,0.00005380473,0.000231486,0.02876915,0.7557022,0.2136386],"study_design_scores_gemma":[0.000003963218,0.00001043069,0.0004497285,0.0001766408,0.000002083688,0.00007179167,0.00003013794,0.000006997286,0.00003251312,0.001746494,0.9974658,0.000003498311],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001018708,0.02451451,0.001783097,0.03635409,0.01804261,0.000202392,0.008615673,0.001384429,0.9080845],"genre_scores_gemma":[0.02843384,0.03669366,0.00461224,0.05231372,0.01145479,0.0007801179,0.01780121,0.001147949,0.8467624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4110121,"threshold_uncertainty_score":0.8401198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206061038037804,"score_gpt":0.3741762179461616,"score_spread":0.2535701141423812,"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."}}