{"id":"W4294793330","doi":"10.1007/s10661-022-10315-1","title":"Biosynthesis and chemical composition of nanomaterials in agricultural soil bioremediation: a review","year":2022,"lang":"en","type":"review","venue":"Environmental Monitoring and Assessment","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Bioremediation; Environmental chemistry; Microorganism; Chemistry; Environmental remediation; Soil contamination; Environmental science; Soil water; Bacteria; Biology; Contamination; Ecology","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":[0.0005679051,0.001204512,0.001310463,0.00204732,0.0002259271,0.0008611907,0.0006914855,0.0009792621,0.001446811],"category_scores_gemma":[0.0005905714,0.0004379026,0.0005481604,0.002195788,0.0003644005,0.001203495,0.0006760001,0.0008709261,0.0009015511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004460625,"about_ca_system_score_gemma":0.001062481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009854917,"about_ca_topic_score_gemma":0.001847213,"domain_scores_codex":[0.9998091,0.00002157291,0.00002654543,0.00004539749,0.00007666209,0.0000207876],"domain_scores_gemma":[0.9997494,0.0001064879,0.00005291132,0.000009164957,0.00006632062,0.00001583264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000877194,0.00011953,0.0002308992,0.04125778,0.0001488419,0.0002132798,0.00007098532,0.001123981,0.02307843,0.003127978,0.01387539,0.9166653],"study_design_scores_gemma":[0.00001642028,0.0002282498,0.001008478,0.003876765,0.0003180394,0.000973989,0.00007255927,0.0002944553,0.01171611,0.001888786,0.9795536,0.00005256454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003554942,0.9984471,0.000338077,0.0001024228,0.0001220495,0.000006740696,0.00002834363,0.000008182591,0.0005915509],"genre_scores_gemma":[0.001027815,0.9980604,0.0003309763,0.00006317637,0.00006650295,0.00000633956,0.0000259751,0.000001488073,0.0004173796],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00204732,"threshold_uncertainty_score":0.004840076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064795597506106,"score_gpt":0.3027203186218408,"score_spread":0.2720723626467798,"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."}}