{"id":"W2042762869","doi":"10.1002/app.34041","title":"Preparation and characterization of crosslinked carboxymethyl chitosan–oxidized sodium alginate hydrogels","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Self-healing hydrogels; Swelling; Chitosan; Sodium periodate; Fourier transform infrared spectroscopy; Polymer chemistry; Scanning electron microscope; Materials science; Nuclear chemistry; Chemical engineering; Periodate; Chemistry; Organic chemistry; Composite material","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":[0.0003363619,0.0004569185,0.0002535699,0.0004188911,0.0001293503,0.0002267418,0.0001672979,0.0002394431,0.0005578814],"category_scores_gemma":[0.0003597495,0.0001845305,0.0003281645,0.0002980374,0.0001784511,0.0002520841,0.0001443013,0.0003623088,0.0001664706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423802,"about_ca_system_score_gemma":0.0001902623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006126054,"about_ca_topic_score_gemma":0.000896739,"domain_scores_codex":[0.999828,0.0000167189,0.0000254981,0.00003152398,0.00006729134,0.00003093582],"domain_scores_gemma":[0.9996268,0.00006309799,0.0001272656,0.00003213645,0.00008394691,0.00006677594],"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":[0.00001845005,0.0000078598,0.00005973404,0.00002320059,0.000002204465,0.00002498225,0.00001183115,0.00006108462,0.9991482,0.00001832061,0.000004877376,0.0006191477],"study_design_scores_gemma":[0.000005165646,0.0000761964,0.001227848,0.000004592011,0.000009230089,0.00005796716,0.000008120968,0.0003340778,0.9976554,0.00001505795,0.0006014135,0.000004970876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789764,0.002194627,0.01644946,0.00007795639,0.00005719496,0.0001807624,0.0005493057,0.00008801014,0.001426315],"genre_scores_gemma":[0.9752179,0.001741826,0.01935362,0.00008342354,0.00002420666,0.0001225787,0.0006224667,0.00004334549,0.002790611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006126054,"threshold_uncertainty_score":0.001866281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471338891649015,"score_gpt":0.2510065532200169,"score_spread":0.2362931643035267,"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."}}