{"id":"W2803976802","doi":"10.1021/acssuschemeng.8b01062","title":"Natural Cellulose-Chitosan Cross-Linked Superabsorbent Hydrogels with Superior Swelling Properties","year":2018,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Self-healing hydrogels; Superabsorbent polymer; Swelling capacity; Chemical engineering; Swelling; Chitosan; Cellulose; Distilled water; Aqueous solution; Chemistry; Polymer; Penetration (warfare); Environmentally friendly; Materials science; Polymer chemistry; Organic chemistry; Composite material; Chromatography","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":[0.0002005591,0.0004252118,0.0001335114,0.0002217781,0.00007473475,0.0002035991,0.0001523045,0.000219783,0.0008752696],"category_scores_gemma":[0.0001473677,0.0001231339,0.0002540471,0.0001301084,0.000135308,0.0004048252,0.0001671861,0.0003427091,0.0002401698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763477,"about_ca_system_score_gemma":0.0001945241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003217441,"about_ca_topic_score_gemma":0.0008792107,"domain_scores_codex":[0.9999148,0.000008935954,0.00000729076,0.00001243791,0.00003570348,0.00002083872],"domain_scores_gemma":[0.9998618,0.00002551132,0.00004275089,0.000009655727,0.00002102701,0.00003921019],"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":[0.00001256766,0.00001141482,0.00003013589,0.00003337577,0.000002084473,0.00002963615,0.000006102091,0.00008189377,0.9983134,0.00005767526,0.00001518141,0.001406474],"study_design_scores_gemma":[0.000007292215,0.00009621424,0.0007095974,0.000003673224,0.000008687604,0.0001116603,0.000006016769,0.0007619406,0.9971467,0.00003489431,0.001107223,0.000006123509],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695839,0.003767547,0.02325429,0.0001999152,0.00005416422,0.00005755165,0.0002202543,0.0001825067,0.002679964],"genre_scores_gemma":[0.9831637,0.001234675,0.01311068,0.00008401138,0.00002012949,0.00003256818,0.0001813323,0.00003090962,0.002141986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008752696,"threshold_uncertainty_score":0.002928078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006936867317155392,"score_gpt":0.2050151636932192,"score_spread":0.1980782963760638,"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."}}