{"id":"W2147714935","doi":"10.1007/s10924-011-0336-y","title":"Preparation and Thermo-Mechanical Characterization of Chitosan Loaded Methylcellulose-Based Biodegradable Films: Effects of Gamma Radiation","year":2011,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Institut National de la Recherche Scientifique","funders":"","keywords":"Chitosan; Materials science; Scanning electron microscope; Fourier transform infrared spectroscopy; Nuclear chemistry; Casting; Composite material; Chemical engineering","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":[0.0002581873,0.000362714,0.0001926396,0.000257194,0.0001964681,0.0002348134,0.0002220142,0.0003451064,0.000939651],"category_scores_gemma":[0.0004264993,0.0002480188,0.0002865665,0.0002258707,0.0001685585,0.0002552587,0.00009305387,0.0004268184,0.0001450486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847711,"about_ca_system_score_gemma":0.0001783284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542649,"about_ca_topic_score_gemma":0.002285943,"domain_scores_codex":[0.9998323,0.00001443313,0.00002511338,0.00002874144,0.00006123355,0.00003806356],"domain_scores_gemma":[0.9997237,0.000067643,0.00008995851,0.00002370719,0.00006624692,0.00002861493],"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":[0.00003790529,0.000008860703,0.00004581788,0.0000163577,0.000001993922,0.00002281017,0.00001040165,0.00003917053,0.9993832,0.000008916454,0.000007954211,0.000416522],"study_design_scores_gemma":[0.000002166809,0.00006947057,0.001012963,0.00000168988,0.000005556079,0.00002203005,0.000005846219,0.0001646441,0.9985378,0.000003065396,0.000172594,0.00000212523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947009,0.0009746836,0.003115781,0.00005619405,0.0000267369,0.00002891985,0.0002008511,0.00003713042,0.0008588798],"genre_scores_gemma":[0.9933708,0.0005966172,0.003791068,0.0000277107,0.000008817337,0.00002717527,0.0002435754,0.00002783487,0.001906471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001542649,"threshold_uncertainty_score":0.00314343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00878161932240048,"score_gpt":0.209114629813346,"score_spread":0.2003330104909455,"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."}}