{"id":"W3183248873","doi":"10.3390/molecules26154557","title":"Functional Nanocomposite Films of Poly(Lactic Acid) with Well-Dispersed Chitin Nanocrystals Achieved Using a Dispersing Agent and Liquid-Assisted Extrusion Process","year":2021,"lang":"en","type":"article","venue":"Molecules","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Horizon 2020 Framework Programme; Kempestiftelserna","keywords":"Nanocomposite; Materials science; Dispersion (optics); Extrusion; Polymer; Polylactic acid; Microstructure; Dispersant; Chemical engineering; Polymer nanocomposite; 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":[0.000138329,0.0003960893,0.0001401713,0.0002379604,0.00009282468,0.0002250508,0.0001793266,0.0002773109,0.0006983022],"category_scores_gemma":[0.0001381666,0.0002005631,0.0002084887,0.0001747308,0.0001239862,0.0002480044,0.0001401153,0.0003444149,0.0001771648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210892,"about_ca_system_score_gemma":0.0001474732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006229521,"about_ca_topic_score_gemma":0.002255327,"domain_scores_codex":[0.9998959,0.000008388815,0.00001144711,0.00002896821,0.00003738925,0.0000178079],"domain_scores_gemma":[0.9999144,0.00001718657,0.00002717754,0.000006237609,0.00002017875,0.00001484462],"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":[0.00001053752,0.000005503938,0.00001613114,0.0000205988,0.000001268451,0.00001881197,0.000005725204,0.00001892153,0.9994401,0.00002235107,0.000004897462,0.0004350607],"study_design_scores_gemma":[0.000004263042,0.00006444456,0.000549241,0.000002765509,0.000005112446,0.00005486803,0.000006331582,0.0004001816,0.998455,0.000007095831,0.0004480804,0.000002554896],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844769,0.001217859,0.01115644,0.00005142019,0.00002737602,0.00005642634,0.000176289,0.0001842939,0.002652986],"genre_scores_gemma":[0.98528,0.0006204465,0.01111253,0.00003290676,0.000006732485,0.00005877487,0.0002191646,0.0000338131,0.002635666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006983022,"threshold_uncertainty_score":0.002336025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234647900007341,"score_gpt":0.2301635192787956,"score_spread":0.2066987292780615,"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."}}