{"id":"W838134293","doi":"10.1016/j.carbpol.2015.06.058","title":"Design and characterization of chitosan-based composite particles with tunable interfacial properties","year":2015,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Chitosan; Dispersity; Aqueous solution; Chemical engineering; Particle size; Composite number; Chemistry; Ionic strength; Particle (ecology); Materials science; Polymer chemistry; Composite material; Physical chemistry","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":[0.0003052567,0.0002962332,0.0001652672,0.000337781,0.0001798635,0.0003489419,0.00031222,0.0003269319,0.0004281411],"category_scores_gemma":[0.0004273016,0.0002214875,0.0001985186,0.0002036082,0.0001877758,0.0002440945,0.000132951,0.000350534,0.0001531655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092609,"about_ca_system_score_gemma":0.0002063668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346762,"about_ca_topic_score_gemma":0.001804368,"domain_scores_codex":[0.9998434,0.0000146601,0.00001362839,0.00004083127,0.00006231966,0.00002514911],"domain_scores_gemma":[0.9997627,0.00004793392,0.0000667495,0.00001817805,0.00007081337,0.00003363563],"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":[0.00003320334,0.00001881599,0.00005907045,0.00001965624,0.000002767255,0.00001843466,0.000007690801,0.0001370518,0.9987615,0.00003704807,0.00001733645,0.0008874742],"study_design_scores_gemma":[0.00000745215,0.00007024653,0.0005838153,7.17444e-7,0.000006509508,0.00002404916,0.000004108457,0.001322985,0.9976462,0.000005979377,0.0003242391,0.000003619709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792488,0.0008581528,0.0177405,0.00009198803,0.00002703533,0.0001303072,0.0002219595,0.000108043,0.001573264],"genre_scores_gemma":[0.9852028,0.0002579273,0.01299548,0.0000316007,0.000007204545,0.0000549246,0.0001602591,0.00003357018,0.001256177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001346762,"threshold_uncertainty_score":0.003694952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672546063659725,"score_gpt":0.2173331234933318,"score_spread":0.1906076628567345,"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."}}