{"id":"W4396701012","doi":"10.11159/iceptp24.189","title":"The Effect of Competing Ions on the Sorption of Amoxicillin, Ciprofloxacin, and Sulfamethoxazole on Chitosan-Carbon Nanotube Hydrogel Beads","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Durban University of Technology","keywords":"Chitosan; Sorption; Carbon nanotube; Sulfamethoxazole; Amoxicillin; Materials science; Chemical engineering; Ciprofloxacin; Polymer chemistry; Chemistry; Nuclear chemistry; Adsorption; Composite material; Organic chemistry; Antibiotics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002002213,0.0003153527,0.0002829209,0.0001533069,0.0001719935,0.0002934428,0.000219428,0.0003472528,0.0005863503],"category_scores_gemma":[0.0004150797,0.0001697867,0.0002636073,0.000155576,0.0001479059,0.0002284348,0.0001610922,0.0002853041,0.0001954615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716253,"about_ca_system_score_gemma":0.0002420085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00247885,"about_ca_topic_score_gemma":0.0056845,"domain_scores_codex":[0.9997246,0.0000456713,0.00003021632,0.00005142524,0.00009557229,0.0000525223],"domain_scores_gemma":[0.9997036,0.0001081583,0.00006458024,0.00001545175,0.0000727005,0.00003542866],"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":[0.00005121361,0.00000880168,0.0001280084,0.00004036486,0.000004335975,0.00002467946,0.00001248412,0.0001158177,0.9989381,0.000008444965,0.000006237369,0.0006615671],"study_design_scores_gemma":[0.000001908477,0.0001348923,0.001561749,0.000003863813,0.000009259122,0.000027657,0.00001782218,0.001085647,0.9969279,0.000003373058,0.0002203421,0.000005569725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979674,0.0003119033,0.001105534,0.00002408089,0.00001044144,0.00001440667,0.00007611258,0.00001537491,0.0004745679],"genre_scores_gemma":[0.9955649,0.0003533103,0.002908776,0.00001737963,0.000004872998,0.00002311579,0.0001108774,0.00001111045,0.001005531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00247885,"threshold_uncertainty_score":0.004928827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002836866579407822,"score_gpt":0.1754242389369909,"score_spread":0.1725873723575831,"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."}}