{"id":"W2626133751","doi":"10.1007/s11356-017-9389-3","title":"Physicochemical characteristics, mutagenicity and genotoxicity of airborne particles under industrial and rural influences in Northern Lebanon","year":2017,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Genotoxicity; Particulates; Environmental chemistry; Ames test; Ecotoxicology; Chemistry; Salmonella; Environmental science; Diesel fuel; Toxicity; Bacteria; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002035841,0.00008670138,0.0001362896,0.00005020006,0.0008705928,0.00009230054,0.000222,0.0000729943,0.00007408563],"category_scores_gemma":[0.0002337019,0.00007573254,0.000009907961,0.0001162557,0.006744644,0.0005992746,0.0005851773,0.0002415206,0.00001314619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001957493,"about_ca_system_score_gemma":0.00004509063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002611366,"about_ca_topic_score_gemma":0.0006023971,"domain_scores_codex":[0.9983102,0.0001065039,0.0001976783,0.0002877435,0.000677623,0.0004202389],"domain_scores_gemma":[0.9993966,0.00004914757,0.00009532721,0.000197198,0.000004861065,0.0002568233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004898382,0.00007465466,0.7554778,0.000006686242,0.000001341833,0.000001149428,0.0007186305,0.000005481586,0.20264,0.00007836225,0.00001467719,0.04093216],"study_design_scores_gemma":[0.0003628025,0.0001070204,0.9796574,0.00001653614,0.000001879679,0.000002635607,0.0006215661,0.0004561347,0.01802793,0.0005696035,0.00009460594,0.00008192589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976047,0.00004495154,0.000003432317,0.00198059,0.00001929582,0.0002047992,0.00001819713,0.000003206261,0.0001208361],"genre_scores_gemma":[0.9995652,0.0001955684,0.00003571296,0.0001464178,0.00002929226,0.00000537259,0.000001040442,0.000003100629,0.00001831572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2241795,"threshold_uncertainty_score":0.9959584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008406419070719,"score_gpt":0.3687895896801118,"score_spread":0.2679489477730398,"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."}}