{"id":"W2120181921","doi":"10.5339/qproc.2012.mutagens.3.55","title":"Induction of Germ-cell Mutations by Particulate Air Pollutants","year":2012,"lang":"en","type":"article","venue":"QScience Proceedings","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Particulates; Pollutant; DNA damage; Biology; Context (archaeology); Germline mutation; Epigenetics; Offspring; DNA; Genetics; Mutation; Pregnancy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003411597,0.0001012782,0.00008503751,0.00002917766,0.0001542061,0.00001359579,0.000168408,0.00005271166,0.0005647693],"category_scores_gemma":[0.00005058755,0.00008737839,0.00002853098,0.0004022365,0.0003559452,0.001302178,0.00008603109,0.00007344799,0.0002517046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008072513,"about_ca_system_score_gemma":0.000005063871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006477204,"about_ca_topic_score_gemma":8.291051e-7,"domain_scores_codex":[0.998877,0.000005820552,0.0001671432,0.0001853855,0.0003623274,0.0004023234],"domain_scores_gemma":[0.9995846,0.00001076747,0.0001353933,0.00007171023,0.00000491498,0.0001926875],"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":[0.000003958354,0.0001609307,0.1832488,0.000005734665,0.000001720137,1.127552e-7,0.001563171,0.000749072,0.8110855,0.0001296934,0.001218748,0.001832512],"study_design_scores_gemma":[0.0001478562,0.0000605788,0.4760553,0.000007581606,0.00001277882,0.000009215447,0.0003715736,0.0002342366,0.5201514,0.0002768911,0.002500991,0.0001716537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859998,0.00002867239,0.00006753202,0.0002145735,0.00009239116,0.0000741367,0.000003919494,0.0000269175,0.01349208],"genre_scores_gemma":[0.9984635,0.0000143371,0.0005691543,0.0001586598,0.00002355047,0.000007857342,0.00000106347,0.000007379833,0.0007544595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2928065,"threshold_uncertainty_score":0.6183828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009212928110083146,"score_gpt":0.2109689642033589,"score_spread":0.2017560360932757,"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."}}