{"id":"W2072131879","doi":"10.1002/em.20300","title":"Increased mutant frequency by carbon black, but not quartz, in the <i>lacZ</i> and <i>cII</i> transgenes of muta<sup>™</sup>mouse lung epithelial cells","year":2007,"lang":"en","type":"article","venue":"Environmental and Molecular Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Mutagen; Molecular biology; Carcinogen; Mutation frequency; Chemistry; Carbon black; Pyrene; Mutant; Anthracene; DNA; Genotoxicity; Mutagenesis; Biochemistry; Biology; Toxicity; Organic chemistry; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004469165,0.0003174405,0.0002755351,0.00005946033,0.0000827294,0.00002255872,0.0001869369,0.0001921433,0.00001277919],"category_scores_gemma":[0.000005137468,0.0002731796,0.0001282484,0.00006798319,0.00033054,0.000006675155,0.00009472157,0.0001126408,0.000001256627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002951264,"about_ca_system_score_gemma":0.00002210892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005699011,"about_ca_topic_score_gemma":0.00008041392,"domain_scores_codex":[0.9982423,0.0001500007,0.0003908743,0.0005337893,0.0002995827,0.0003834914],"domain_scores_gemma":[0.999368,0.00002846186,0.00009531373,0.0003671159,0.000006872395,0.0001342501],"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":[0.0001365205,0.0002262431,0.0033405,0.00004167868,0.00006467749,0.00006592608,0.0004869765,0.0000676905,0.9948666,0.00001066399,0.000022427,0.0006700903],"study_design_scores_gemma":[0.001083651,0.0003068835,0.003673681,0.000007243193,0.00009255593,0.00003558556,0.001143199,0.0001345636,0.9923814,0.00001011222,0.0008075169,0.0003236041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959514,0.002136103,0.0007280822,0.00008172936,0.00002348667,0.0004783322,0.0004820219,0.000005855104,0.0001129764],"genre_scores_gemma":[0.9975157,0.001186316,0.0002023825,0.0007657446,0.00005068687,0.00002329756,0.000168169,0.00003777834,0.00004994374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002485201,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003091798425453316,"score_gpt":0.1906950108919248,"score_spread":0.1876032124664715,"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."}}