{"id":"W2009613208","doi":"10.1021/es504465f","title":"In Vitro Mammalian Mutagenicity of Complex Polycyclic Aromatic Hydrocarbon Mixtures in Contaminated Soils","year":2014,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Health Canada","funders":"Naturvårdsverket; Agence de l'Environnement et de la Maîtrise de l'Energie; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Chemistry; Polycyclic aromatic hydrocarbon; Environmental chemistry; Soil water; Contamination; Aromatic hydrocarbon; In vitro; Soil contamination; Carcinogen; Hydrocarbon; Organic chemistry; Biochemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003228899,0.0001373355,0.0002070261,0.000288985,0.00005049652,0.00000665514,0.0004087109,0.0001596415,0.00001462557],"category_scores_gemma":[0.00003134883,0.0001383563,0.00004152943,0.0004115966,0.00101564,0.000007520875,0.0002535788,0.0001171537,0.000005247587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010683,"about_ca_system_score_gemma":0.00002411607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001272099,"about_ca_topic_score_gemma":0.0001418538,"domain_scores_codex":[0.9987162,0.00004246447,0.0002704599,0.0004195076,0.0001824348,0.0003689491],"domain_scores_gemma":[0.999485,0.000007307401,0.00009673677,0.0003600075,0.000001360403,0.00004955876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002467437,0.000138826,0.0139044,0.000003037682,0.000002919291,0.000004687637,0.00003449418,0.00003454866,0.9833826,0.00002477866,0.000004715924,0.002440291],"study_design_scores_gemma":[0.0005049302,0.0002250264,0.09219094,0.000004936279,0.000003312388,0.0000170922,0.0001546462,0.0007060103,0.905353,0.0003136042,0.0003940203,0.0001324452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998916,0.0001029828,0.0001409081,0.0002541862,0.00003973912,0.0001965725,0.000006766196,0.000007862739,0.0003349392],"genre_scores_gemma":[0.9992668,0.00002186916,0.0004670715,0.0001435896,0.0000114252,0.00001991206,0.00001713278,0.000008129888,0.00004409328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07828654,"threshold_uncertainty_score":0.5642006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004896025362233555,"score_gpt":0.2250273576199508,"score_spread":0.2201313322577172,"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."}}