{"id":"W2424385032","doi":"10.1021/acs.est.6b01745","title":"Long-Term Field Study of Microbial Community and Dechlorinating Activity Following Carboxymethyl Cellulose-Stabilized Nanoscale Zero-Valent Iron Injection","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada; University of Toronto; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Genomics Institute; Genome Canada; Dow Chemical Company","keywords":"Zerovalent iron; Carboxymethyl cellulose; Nanoscopic scale; Term (time); Cellulose; Microbial population biology; Chemistry; Zero (linguistics); Environmental chemistry; Materials science; Nanotechnology; Adsorption; Organic chemistry; Biology; Physics; Bacteria","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":[0.0002454972,0.0002944893,0.0004538019,0.000237211,0.0002777085,0.0004470444,0.0002170358,0.0004908698,0.0004058577],"category_scores_gemma":[0.0002223765,0.0001290563,0.0003096254,0.000208859,0.0001745109,0.0003123301,0.0002459032,0.0004365431,0.0001507783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003291511,"about_ca_system_score_gemma":0.0002297561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232738,"about_ca_topic_score_gemma":0.002751208,"domain_scores_codex":[0.9998311,0.00001318262,0.000007363222,0.00005777528,0.00005627799,0.0000342285],"domain_scores_gemma":[0.9997945,0.00002546806,0.00004860402,0.00001133657,0.00009271875,0.00002730315],"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":[0.0001349584,0.0001042561,0.003506592,0.0000233011,0.000008609485,0.00003868068,0.00003804647,0.0001055201,0.9942596,0.00001524368,0.00002525885,0.001739844],"study_design_scores_gemma":[0.00002096307,0.002014223,0.05254541,0.00001119658,0.00004693534,0.00008479931,0.0002282803,0.002923261,0.9409633,0.00006134466,0.001079837,0.00002043977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985331,0.0001280565,0.0007335992,0.0000175857,0.000007123814,0.00002182947,0.0002437185,0.00001321421,0.000301759],"genre_scores_gemma":[0.9964163,0.0001709953,0.001530905,0.00003919637,0.000007863166,0.0000465507,0.0004503709,0.000007979912,0.001329822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002232738,"threshold_uncertainty_score":0.004439473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007914176881344652,"score_gpt":0.2218618709518451,"score_spread":0.2139476940705005,"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."}}