{"id":"W2922262277","doi":"10.3390/pr7030157","title":"Viscoelastic Properties of Crosslinked Chitosan Films","year":2019,"lang":"en","type":"article","venue":"Processes","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Citric acid; Glutaraldehyde; Chitosan; Covalent bond; Viscoelasticity; Dynamic mechanical analysis; Materials science; Chemical engineering; Ionic bonding; Polymer chemistry; Glass transition; Polymer; Modulus; Nuclear chemistry; Chemistry; Composite material; Organic chemistry; Ion","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001412311,0.0003205882,0.0001106506,0.0003370415,0.0001076537,0.0001765442,0.0001341653,0.000194444,0.00161029],"category_scores_gemma":[0.0003592045,0.0001165658,0.0001361835,0.0004065973,0.0001131313,0.0002386657,0.0001040013,0.0003568987,0.0001304607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131548,"about_ca_system_score_gemma":0.0001139388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062522,"about_ca_topic_score_gemma":0.0009323406,"domain_scores_codex":[0.9999135,0.000007512735,0.000008623675,0.00002039456,0.00003289913,0.00001718677],"domain_scores_gemma":[0.9997821,0.00006889754,0.00006024602,0.00001119943,0.00005811473,0.00001947482],"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":[0.0000175114,0.000005301526,0.00008071147,0.00001872103,0.000002480781,0.0000200174,0.0000202573,0.00004345014,0.99887,0.00001416569,0.00001337994,0.0008941033],"study_design_scores_gemma":[0.000006446495,0.0001772747,0.005781985,0.00001133866,0.0000189788,0.00008401454,0.00004395857,0.0007714289,0.9920968,0.00002149473,0.000978376,0.000007975107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928646,0.001602483,0.00311203,0.0000592081,0.00003973998,0.00002777739,0.0002597568,0.00005356704,0.001980743],"genre_scores_gemma":[0.9943274,0.00124758,0.002035849,0.00005574341,0.00001252486,0.0000229091,0.000262155,0.00001350023,0.002022313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00161029,"threshold_uncertainty_score":0.005386949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231726712203725,"score_gpt":0.2216453418078098,"score_spread":0.2093280746857725,"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."}}