{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001024151,0.0001611795,0.0002669215,0.0001099127,0.00001449655,0.000004882839,0.0002577019,0.0002230524,0.0005856096],"category_scores_gemma":[0.00008753014,0.0001503109,0.0001272526,0.0003585786,0.00014652,0.00006739652,0.0001674902,0.0001512428,0.0002692508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008930693,"about_ca_system_score_gemma":0.000005742482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004668119,"about_ca_topic_score_gemma":1.007938e-7,"domain_scores_codex":[0.9989583,0.000003065054,0.0002603203,0.0003015895,0.0001497643,0.0003269602],"domain_scores_gemma":[0.9995154,0.00002918344,0.00007813206,0.0003018651,0.00001163998,0.00006374627],"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":[0.00001402247,0.0000271451,0.0001630318,0.00002402427,0.00001616292,0.000004289115,0.000006741499,0.0003991497,0.9931929,0.004004995,0.0001531162,0.001994493],"study_design_scores_gemma":[0.0005118062,0.00005778655,0.0001514725,0.00001748419,0.00001489084,0.0002373829,0.00000733881,0.009503432,0.9344285,0.0006575628,0.05420411,0.0002082334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924382,0.0001102886,0.005030968,0.0004932694,0.0001755521,0.000270304,0.00002111447,0.0002968181,0.001163517],"genre_scores_gemma":[0.9875097,0.000004973346,0.01097326,0.00005049774,0.00002023009,0.00001433477,0.000009006207,0.00002296221,0.001394994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05876433,"threshold_uncertainty_score":0.6412014,"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."}}