{"id":"W2529093038","doi":"10.1016/j.envpol.2016.09.094","title":"Effect of silver nano-particles on soil microbial growth, activity and community diversity in a sandy loam soil","year":2016,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":153,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada; McGill University","keywords":"Temperature gradient gel electrophoresis; Loam; Microbial population biology; Environmental chemistry; Chemistry; Organic matter; Microorganism; Soil organic matter; Soil test; Soil pH; Soil water; Environmental science; Bacteria; Biology; Soil science; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005275966,0.00009634623,0.0001356095,0.00003214915,0.0002811533,0.000008860206,0.0001000057,0.00004543757,0.0000861541],"category_scores_gemma":[0.0000270519,0.00007015502,0.00003387742,0.00004168961,0.0002809187,0.0001588098,0.0002128739,0.00006214602,0.00009435607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143809,"about_ca_system_score_gemma":0.000003779009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004470605,"about_ca_topic_score_gemma":0.0001165964,"domain_scores_codex":[0.9990286,0.0004318762,0.0001057222,0.000153946,0.000122644,0.0001572009],"domain_scores_gemma":[0.9995236,0.0001830153,0.00007206295,0.0001717769,0.000001493386,0.0000480971],"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":[0.0001833394,0.0003000939,0.01262548,0.00000943157,0.000002495135,3.058871e-7,0.0001714034,0.000006439683,0.9824988,0.00003209799,0.00002909532,0.00414096],"study_design_scores_gemma":[0.0006370657,0.000202846,0.1920462,0.00002133946,0.00001068886,8.58417e-7,0.00002849917,0.000008244104,0.8068821,0.00008902553,0.000006254494,0.0000668244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993833,0.00001348054,0.00002769684,0.0002694154,0.00002548725,0.0001509096,0.00008461619,0.0000141504,0.00003093153],"genre_scores_gemma":[0.999896,0.00001712585,0.00001384078,0.00002506653,0.00001245638,0.00001045887,9.988171e-7,0.00000530554,0.00001872007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1794207,"threshold_uncertainty_score":0.2860838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009547707218519719,"score_gpt":0.2081582520753202,"score_spread":0.1986105448568005,"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."}}