{"id":"W4409619142","doi":"10.1039/d5nj00404g","title":"Development of polymeric ionic poly(VBC-<i>co</i>-VI) nanoparticle incorporated thin film nanocomposite membranes for dye and salt rejection","year":2025,"lang":"en","type":"article","venue":"New Journal of Chemistry","topic":"Ionic liquids properties and applications","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medical Research Council; Malaviya National Institute of Technology, Jaipur; National Institute of Technology Karnataka, Surathkal; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Chemistry; Nanocomposite; Membrane; Salt (chemistry); Nanoparticle; Ionic bonding; Chemical engineering; Polymer chemistry; Nuclear chemistry; Organic chemistry; Ion","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":[0.0001823468,0.0004039798,0.0002209526,0.0002508842,0.000180024,0.0004015928,0.0005008393,0.0005555535,0.0005144231],"category_scores_gemma":[0.0002518184,0.0003095696,0.000358061,0.0001765205,0.0001268939,0.0004658468,0.0001932992,0.0005863872,0.0003340307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004062637,"about_ca_system_score_gemma":0.0002524918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008068191,"about_ca_topic_score_gemma":0.001716661,"domain_scores_codex":[0.9998705,0.00001233655,0.00001217622,0.00003423994,0.00004664948,0.0000241029],"domain_scores_gemma":[0.9998831,0.0000177166,0.00003338747,0.000009155909,0.00003994669,0.00001676674],"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":[0.000007207384,0.000009546447,0.00001535324,0.00002474267,0.000002011854,0.00001600322,0.000005033206,0.00004048874,0.9989992,0.00004411127,0.00001111945,0.0008251164],"study_design_scores_gemma":[0.000001624664,0.00002121585,0.00007693429,0.000001546287,0.000002587179,0.00002775353,0.000002558398,0.0004869798,0.9990278,0.000004822602,0.0003446059,0.000001509747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049469,0.002726235,0.08504189,0.0002929188,0.0001132743,0.0002360748,0.0002382315,0.0006152722,0.005789271],"genre_scores_gemma":[0.9307243,0.001628223,0.06110485,0.00007033069,0.0000125407,0.0001535134,0.0002816919,0.00007967802,0.005944898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008068191,"threshold_uncertainty_score":0.002947688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009857354394757592,"score_gpt":0.2380790411309279,"score_spread":0.2282216867361703,"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."}}