{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008875072,0.0001334966,0.0002269336,0.00006531553,0.00006183031,0.00005275532,0.0003256071,0.00004187336,0.0003362441],"category_scores_gemma":[0.0001217798,0.0001025125,0.00003226508,0.0002555879,0.00009872591,0.0003148383,0.00009624376,0.0000608324,0.0003797974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005035155,"about_ca_system_score_gemma":0.0001292675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002632161,"about_ca_topic_score_gemma":0.000004697166,"domain_scores_codex":[0.998974,0.00001801857,0.0002539613,0.0002552308,0.0002473508,0.0002514693],"domain_scores_gemma":[0.9994334,0.00004209684,0.0001423449,0.0002367029,0.000100735,0.00004472346],"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":[0.00004644992,0.00005009818,0.005382678,0.00215083,0.000005370087,5.315965e-7,0.0007262193,0.0001259365,0.9914247,0.00003458713,0.00001853596,0.0000340473],"study_design_scores_gemma":[0.0002397001,0.000104842,0.0004236159,0.0002924101,0.00001112046,0.000007300386,0.000130371,0.0000688509,0.9983081,0.00005726608,0.0002126539,0.000143748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959165,0.001223304,0.00006203572,0.00004487319,0.0003136646,0.0002596815,0.000008906935,0.000112457,0.002058522],"genre_scores_gemma":[0.9987985,0.00001177959,0.0008335821,0.00004024498,0.00003532905,0.00002014948,0.000002917462,0.00002103778,0.0002364641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006883404,"threshold_uncertainty_score":0.4881654,"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."}}