{"id":"W2012947306","doi":"10.1002/em.20473","title":"Mutagenicity of an aged gasworks soil during bioslurry treatment","year":2009,"lang":"en","type":"article","venue":"Environmental and Molecular Mutagenesis","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Health Canada","funders":"","keywords":"Chemistry; Environmental chemistry; Environmental remediation; Salmonella; Mutagen; Ames test; Contamination; S9 fraction; Soil contamination; Carcinogen; Organic chemistry; Bacteria; Enzyme; Biology; Microsome","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":[0.0001769682,0.0003047115,0.0003361512,0.0002885932,0.0002335938,0.0004218026,0.0002457881,0.0004277776,0.0008419052],"category_scores_gemma":[0.0002560221,0.0001219029,0.0003024934,0.0002392806,0.0001788504,0.0002107432,0.0002350421,0.0002710794,0.0002247106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826171,"about_ca_system_score_gemma":0.0002972233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194765,"about_ca_topic_score_gemma":0.003855096,"domain_scores_codex":[0.9996771,0.0000360774,0.00002031755,0.00008912457,0.0001307129,0.00004670491],"domain_scores_gemma":[0.9998019,0.00002605742,0.00006521824,0.00001294523,0.00007575656,0.00001806064],"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":[0.0001638181,0.00002613913,0.004199216,0.00005962271,0.00001595555,0.00009135799,0.00006343186,0.0001387828,0.9926744,0.00001048346,0.00002104434,0.00253583],"study_design_scores_gemma":[0.000007691834,0.001650286,0.04399658,0.00001895316,0.00005244307,0.0001753004,0.0002757368,0.0004434535,0.9516487,0.00003814801,0.001680009,0.00001270789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979657,0.0003791469,0.0007995149,0.00002464613,0.00000956385,0.00002688904,0.0003093879,0.00002916185,0.0004561567],"genre_scores_gemma":[0.9957564,0.0005173819,0.001233338,0.00004178641,0.000008256585,0.00003281289,0.0004819681,0.0000178371,0.001910133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002194765,"threshold_uncertainty_score":0.004363954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003427951260284072,"score_gpt":0.1814216238476347,"score_spread":0.1779936725873506,"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."}}