{"id":"W1912949218","doi":"10.1039/c5nj00690b","title":"Arsenate removal from contaminated water by a highly adsorptive nanocomposite ultrafiltration membrane","year":2015,"lang":"en","type":"article","venue":"New Journal of Chemistry","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Universiti Teknologi Malaysia","keywords":"Chemistry; Arsenate; Ultrafiltration (renal); Nanocomposite; Membrane; Contamination; Environmental chemistry; Adsorption; Arsenic; Contaminated water; Chromatography; Nuclear chemistry; Chemical engineering; Organic chemistry; Biochemistry","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":[0.0001868821,0.00036824,0.0002742698,0.0002663908,0.0002819857,0.0003288613,0.0002717152,0.000600841,0.0003138737],"category_scores_gemma":[0.0001697283,0.0001381904,0.0003230461,0.0001512075,0.0001582158,0.0004092145,0.0001924072,0.0003924516,0.0001487465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003895561,"about_ca_system_score_gemma":0.0002036463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242933,"about_ca_topic_score_gemma":0.001925004,"domain_scores_codex":[0.9998552,0.00001424145,0.00001161093,0.00003919725,0.00005945304,0.00002033864],"domain_scores_gemma":[0.9999355,0.00001109808,0.00001592755,0.000003934187,0.00002294742,0.00001045338],"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":[0.00001153792,0.000009164445,0.00003918583,0.00001158125,0.000002546307,0.00001441679,0.000002837064,0.00004129587,0.9991616,0.00001942073,0.0000170763,0.0006694073],"study_design_scores_gemma":[0.000004127634,0.00007504511,0.0005802583,0.000001650374,0.000008988719,0.00007791068,0.000006441469,0.001516794,0.9969331,0.00001300204,0.0007779127,0.000004724132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805223,0.001028607,0.01642121,0.0001933535,0.00007060362,0.00003218182,0.0001093601,0.0002952923,0.001327066],"genre_scores_gemma":[0.9856445,0.0004665274,0.01117087,0.00006016722,0.00002118479,0.00001724214,0.00009062653,0.00002010243,0.002508918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001242933,"threshold_uncertainty_score":0.002826452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007739681650663399,"score_gpt":0.2024789396867374,"score_spread":0.194739258036074,"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."}}