{"id":"W4401324564","doi":"10.1016/j.matchemphys.2024.129826","title":"Poly(allyl alcohol-co-vinyl acetate)-grafted concrete waste for adsorptive removal of As(III)","year":2024,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Islamic Azad University","keywords":"Adsorption; Sorption; Vinyl alcohol; Point of zero charge; Thermogravimetric analysis; Freundlich equation; Aqueous solution; Fourier transform infrared spectroscopy; Materials science; Nuclear chemistry; Chemical engineering; Surface charge; Chemistry; Organic chemistry; Polymer; 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":[0.0001215651,0.0003234834,0.0001748,0.0002390282,0.0001776706,0.0002391262,0.000168163,0.0002917589,0.001005683],"category_scores_gemma":[0.0001314755,0.0001612085,0.000272653,0.0001691298,0.0001298699,0.0002364938,0.0001900513,0.0004073276,0.0003192608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267571,"about_ca_system_score_gemma":0.0003072617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539155,"about_ca_topic_score_gemma":0.00576268,"domain_scores_codex":[0.9999197,0.000009203317,0.000006087855,0.00001128544,0.00003100872,0.00002280273],"domain_scores_gemma":[0.9999418,0.000009033431,0.00001273595,0.000005745761,0.00001570911,0.00001490749],"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":[0.00007331795,0.00002783042,0.0001438815,0.00006276535,0.000009919307,0.00004130429,0.00002012941,0.0004126297,0.9961234,0.0001028785,0.00005958013,0.002922364],"study_design_scores_gemma":[0.000003657239,0.00009887432,0.0006064242,0.000004199961,0.00001199614,0.00003264141,0.00001829021,0.001795698,0.9966037,0.00001655341,0.0008028676,0.000005033809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950971,0.0005390345,0.002234169,0.00004104039,0.00005070466,0.00001589805,0.0000803492,0.00008738108,0.001854368],"genre_scores_gemma":[0.9958655,0.0003058659,0.001342099,0.00001459568,0.000004872142,0.000005464992,0.000047967,0.000008414124,0.002405349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001539155,"threshold_uncertainty_score":0.003364325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009697062757696693,"score_gpt":0.2492226712060568,"score_spread":0.2395256084483602,"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."}}