{"id":"W2071442113","doi":"10.1002/em.20628","title":"Physical‐chemical and microbiological characterization, and mutagenic activity of airborne PM sampled in a biomass‐fueled electrical production facility","year":2010,"lang":"en","type":"article","venue":"Environmental and Molecular Mutagenesis","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Environmental science; Biomass (ecology); Environmental chemistry; Biomass burning; Waste management; Chemistry; Biology; Ecology; Aerosol; Engineering","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":[0.0001337109,0.0004227071,0.000255021,0.0008012147,0.0004635259,0.0003895933,0.0002415177,0.0003707202,0.000488036],"category_scores_gemma":[0.0002207802,0.0001628718,0.0003395126,0.0004950834,0.000179936,0.0001172605,0.0002116592,0.0002111621,0.0001681774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723719,"about_ca_system_score_gemma":0.0002498347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004672868,"about_ca_topic_score_gemma":0.004223992,"domain_scores_codex":[0.9997255,0.00003123304,0.00001994151,0.00007073986,0.0001046521,0.00004792016],"domain_scores_gemma":[0.9998161,0.00002556939,0.00004354895,0.000007214984,0.00007846373,0.00002919957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000245928,0.0001811052,0.07213052,0.00008164586,0.00004014106,0.0002253719,0.0001828175,0.0003443735,0.923031,0.00002014775,0.00005832035,0.003458632],"study_design_scores_gemma":[0.00001256018,0.001962863,0.6600826,0.00001980344,0.00008838989,0.0005530858,0.0006698327,0.0010679,0.3345162,0.00004075168,0.0009682152,0.00001774755],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987023,0.00007758075,0.0005677681,0.000005058962,0.000003073474,0.0000267636,0.0003557759,0.000005825686,0.0002558326],"genre_scores_gemma":[0.9968856,0.0001603459,0.001261857,0.00001758051,0.000006332448,0.00003887646,0.0008589265,0.000006928459,0.0007635689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004672868,"threshold_uncertainty_score":0.009291291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009026726596465482,"score_gpt":0.2272847605040759,"score_spread":0.2182580339076104,"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."}}