{"id":"W2995707102","doi":"10.1016/j.envpol.2019.113816","title":"Soil exposed to silver nanoparticles reveals significant changes in community structure and altered microbial transcriptional profiles","year":2019,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Microbial population biology; Environmental chemistry; Community structure; Silver nanoparticle; Soil contamination; Chemistry; Environmental science; Nanoparticle; Ecology; Biology; Soil water; Bacteria; Materials science; Nanotechnology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008692383,0.0003724919,0.0004586031,0.000281087,0.000206106,0.0005684253,0.0001432569,0.0005643355,0.0009011084],"category_scores_gemma":[0.0002017526,0.0001803773,0.0002397225,0.0002469141,0.0002903789,0.0002419722,0.0002579828,0.0003862355,0.000285442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060355,"about_ca_system_score_gemma":0.0002493816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002159719,"about_ca_topic_score_gemma":0.00228016,"domain_scores_codex":[0.9998011,0.00001374087,0.000007464416,0.00007531765,0.00004746213,0.00005495469],"domain_scores_gemma":[0.9998804,0.00001623284,0.00003033185,0.000007297981,0.00003754177,0.00002814392],"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":[0.0001957147,0.00002612533,0.002162311,0.00002431001,0.000008341511,0.00003071565,0.00002725642,0.00002572748,0.9962698,0.0000131453,0.00002566638,0.001190948],"study_design_scores_gemma":[0.00002636726,0.001076349,0.2222322,0.00002249321,0.00007954612,0.0004724001,0.001166139,0.001795435,0.7699199,0.0003824185,0.002792322,0.00003440987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975364,0.0003120393,0.0009273057,0.00007287963,0.00002507955,0.000008227422,0.0005465055,0.00003451525,0.0005370484],"genre_scores_gemma":[0.9966433,0.0002450036,0.0007590725,0.00006988947,0.00001067631,0.00001880291,0.0005896569,0.00001314628,0.001650483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002159719,"threshold_uncertainty_score":0.004294276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337617694698794,"score_gpt":0.2091913833852731,"score_spread":0.1958152064382851,"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."}}