{"id":"W1969385005","doi":"10.1016/j.carbpol.2014.02.086","title":"Chitosan-glutaraldehyde copolymers and their sorption properties","year":2014,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":178,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sorption; Glutaraldehyde; Chitosan; Copolymer; Chemistry; Polymer chemistry; Monomer; Thermogravimetric analysis; Nuclear chemistry; Aqueous solution; Gravimetric analysis; Organic chemistry; Polymer; Adsorption","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":[0.0001904373,0.0002723025,0.00009668536,0.0002675277,0.0001063039,0.0001854428,0.0001173423,0.00020395,0.000938192],"category_scores_gemma":[0.0003704855,0.0001187086,0.0001261382,0.0002029823,0.0001957254,0.0002949751,0.0001072324,0.0002676377,0.0001831546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003463307,"about_ca_system_score_gemma":0.000206163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169699,"about_ca_topic_score_gemma":0.001734404,"domain_scores_codex":[0.9999244,0.00001449916,0.000004279099,0.000008739174,0.00002305511,0.00002499165],"domain_scores_gemma":[0.9998498,0.0000594576,0.0000415374,0.000007291134,0.00002162727,0.00002035654],"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":[0.0003337409,0.00003261109,0.0004556478,0.00004116079,0.000007358795,0.0000539516,0.0000226658,0.0005662951,0.9947477,0.0004817853,0.00004894108,0.003208251],"study_design_scores_gemma":[0.000005801302,0.0001492637,0.002655626,0.000002376512,0.0000117521,0.00003479872,0.00001125795,0.001647247,0.994858,0.00005990124,0.0005564159,0.000007470505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960291,0.001765139,0.0009477072,0.00006033511,0.00001188278,0.000006314271,0.00005817713,0.0000126846,0.001108685],"genre_scores_gemma":[0.9978359,0.0007048583,0.0003032417,0.00001151123,0.00001054704,0.000004284831,0.00004131721,0.000005552211,0.001082686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00169699,"threshold_uncertainty_score":0.003374279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009630767362356971,"score_gpt":0.1889989122028861,"score_spread":0.1793681448405292,"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."}}