{"id":"W3030475013","doi":"10.1016/j.carbpol.2020.116472","title":"A multifunctional self-crosslinked chitosan/cationic guar gum composite hydrogel and its versatile uses in phosphate-containing water treatment and energy storage","year":2020,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"State Administration of Foreign Experts Affairs; China Postdoctoral Science Foundation; Guangxi Key Laboratory of Clean Pulp and Papermaking and Pollution Control; Natural Science Foundation of Shaanxi Province; National Natural Science Foundation of China","keywords":"Guar gum; Chemical engineering; Chitosan; Adsorption; Supercapacitor; Composite number; Self-healing hydrogels; Materials science; Phosphate; Heteroatom; Chemistry; Polymer chemistry; Composite material; Organic chemistry; Capacitance; Electrode","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":[0.0001454234,0.0003629068,0.0001493608,0.0002615691,0.0001401508,0.0002063713,0.0002624472,0.0003579465,0.000846631],"category_scores_gemma":[0.0001402904,0.0001532964,0.0001968482,0.0002042575,0.0002004189,0.0003714727,0.0002011859,0.0002820911,0.0001880438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237261,"about_ca_system_score_gemma":0.0001916667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005476103,"about_ca_topic_score_gemma":0.0009058418,"domain_scores_codex":[0.9999318,0.000007831278,0.000005501297,0.00001650643,0.00001734465,0.00002091438],"domain_scores_gemma":[0.9999137,0.00001410898,0.0000220285,0.000008101597,0.00001610926,0.00002598283],"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":[0.00004764119,0.000009478454,0.00002471529,0.00005104631,0.000002372695,0.00005810882,0.000009800237,0.00007722632,0.9978841,0.0000932867,0.00002845569,0.001713864],"study_design_scores_gemma":[0.000004085487,0.0001052766,0.0004074643,0.000002783157,0.000007463908,0.00008500221,0.000005060539,0.000452612,0.9982088,0.0000180066,0.0006969722,0.000006548531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808302,0.003778539,0.01128303,0.0001980749,0.0000737177,0.00005543857,0.0002395651,0.0002099199,0.003331527],"genre_scores_gemma":[0.9914898,0.0009029901,0.005301528,0.00005848466,0.0000171182,0.00002352209,0.00008971194,0.00001817861,0.002098744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000846631,"threshold_uncertainty_score":0.002832234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628641242525542,"score_gpt":0.2171077716419473,"score_spread":0.2008213592166919,"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."}}