{"id":"W4391723134","doi":"10.1680/jenes.23.00010","title":"Application of a new chitosan derivative for adsorption of copper (II) and oxyanions of chromium (VI)","year":2024,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chitosan; Chromium; Adsorption; Chemistry; Copper; Aqueous solution; Ethylenediaminetetraacetic acid; Cationic polymerization; Amine gas treating; Nuclear chemistry; Inorganic chemistry; Chelation; Polymer chemistry; Organic chemistry","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":[0.0001762658,0.0005420708,0.0002718056,0.0004501362,0.000214738,0.0002927788,0.0003706466,0.0006607831,0.0008378537],"category_scores_gemma":[0.0001948328,0.0002310735,0.0004476144,0.000282224,0.0002512687,0.0002235404,0.0002590103,0.0003755378,0.0002601135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005048391,"about_ca_system_score_gemma":0.0002894546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857052,"about_ca_topic_score_gemma":0.002749992,"domain_scores_codex":[0.9998135,0.00001728154,0.00001412492,0.00004368919,0.0000750802,0.00003624394],"domain_scores_gemma":[0.999849,0.00002706334,0.00003867818,0.00001410343,0.00004016145,0.00003099361],"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":[0.00001951799,0.000006887183,0.00003004393,0.00006944493,0.000003825384,0.0000362651,0.000006703266,0.00004418852,0.9987178,0.00001683871,0.00001341298,0.001035153],"study_design_scores_gemma":[0.000007837008,0.0001494948,0.0007356618,0.000003338188,0.0000125311,0.000177751,0.000006637317,0.0003051651,0.9973859,0.000006075383,0.001200245,0.0000093606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768958,0.005484965,0.01437975,0.0003362291,0.000108912,0.0001906597,0.0002166094,0.000154785,0.002232339],"genre_scores_gemma":[0.9795105,0.001998732,0.01579378,0.0001268514,0.00002414048,0.0000430914,0.0001768833,0.00002092271,0.002305081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001857052,"threshold_uncertainty_score":0.003692448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006294170027544714,"score_gpt":0.2135489326014025,"score_spread":0.2072547625738577,"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."}}