{"id":"W2995475639","doi":"10.1002/ceat.201900231","title":"Polyvinyl Alcohol/Alginate/Zeolite Nanohybrid for Removal of Metals","year":2019,"lang":"en","type":"article","venue":"Chemical Engineering & Technology","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Adsorption; Zeolite; Polyvinyl alcohol; Fourier transform infrared spectroscopy; Metal ions in aqueous solution; Langmuir adsorption model; Desorption; Nuclear chemistry; Scanning electron microscope; Materials science; Chemistry; Chemical engineering; Inorganic chemistry; Metal; Catalysis; Organic chemistry; Metallurgy; Composite material","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":[0.0001085172,0.0003795604,0.000351685,0.0003254951,0.0001402137,0.0002832083,0.000226304,0.0003350319,0.0006448677],"category_scores_gemma":[0.0001233961,0.0001713817,0.0004559622,0.0001816296,0.0001386749,0.0002416896,0.0002517056,0.0003215144,0.0002496273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144949,"about_ca_system_score_gemma":0.0001557652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825684,"about_ca_topic_score_gemma":0.003368856,"domain_scores_codex":[0.9998579,0.00001309054,0.00001168766,0.00002592707,0.00005564972,0.00003570512],"domain_scores_gemma":[0.9999312,0.00001125095,0.00001532473,0.000005347293,0.00002082782,0.00001597604],"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":[0.00001601563,0.000008193464,0.00003157526,0.00002354072,0.000003574189,0.00001168819,0.000003227628,0.00004717829,0.999299,0.00001305577,0.000009092487,0.0005339117],"study_design_scores_gemma":[0.000008351448,0.00009289667,0.001126057,0.000002552913,0.00002196146,0.00006654835,0.00001067111,0.001543097,0.9962814,0.0000165642,0.0008195444,0.00001029295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881947,0.001148073,0.009498218,0.00009309693,0.00004860408,0.0000231017,0.0001268855,0.0002176792,0.0006495238],"genre_scores_gemma":[0.9936373,0.0003674332,0.004192197,0.00004484144,0.00001028041,0.00001479061,0.0001031231,0.00002147293,0.001608616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001825684,"threshold_uncertainty_score":0.003630102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005526527428772653,"score_gpt":0.2066497979220814,"score_spread":0.2011232704933087,"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."}}