{"id":"W3202301968","doi":"10.3390/polym13193291","title":"Effect of Molecular Weight and Degree of Substitution on the Physical-Chemical Properties of Methylcellulose-Starch Nanocrystal Nanocomposite Films","year":2021,"lang":"en","type":"article","venue":"Polymers","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Nanocomposite; Oxygen permeability; Microstructure; Materials science; Ultimate tensile strength; Chemical engineering; Fourier transform infrared spectroscopy; Oxygen; Composite material; Chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003127356,0.0001814759,0.0004074714,0.00006698471,0.00005407467,0.00001394445,0.0002158314,0.00005302438,0.00004512969],"category_scores_gemma":[0.00006604261,0.0001178488,0.0001445917,0.0002486948,0.0005218802,0.00007607094,0.0001443614,0.00009648273,0.000003541456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001685476,"about_ca_system_score_gemma":0.00005289921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007378829,"about_ca_topic_score_gemma":7.526621e-7,"domain_scores_codex":[0.9984784,0.0003120448,0.0002994957,0.0002757101,0.0004082428,0.0002261781],"domain_scores_gemma":[0.9990733,0.0002440099,0.0001898576,0.0003633533,0.0000758868,0.00005356788],"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":[0.0003416783,0.00009103866,0.0001221234,0.0003157152,0.00004632815,0.00000728163,0.0005259381,0.00001774117,0.9967892,0.001240856,0.000003477232,0.0004986845],"study_design_scores_gemma":[0.0004212129,0.0003879364,0.00003467189,0.0002289941,0.00008740404,0.00001007187,0.00003780744,0.000122286,0.9985142,0.0000283954,0.00001162152,0.0001154311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976993,0.001363809,0.00003742004,0.0000927127,0.00009341352,0.0002588903,0.00003226706,0.00001607486,0.0004061158],"genre_scores_gemma":[0.999607,0.000008120704,0.000298525,0.00001647527,0.00001408152,0.00001469993,0.0000064511,0.00001696493,0.0000176948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001907689,"threshold_uncertainty_score":0.4805733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399062123919893,"score_gpt":0.2359210353835177,"score_spread":0.2219304141443188,"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."}}