{"id":"W2786858587","doi":"10.6000/1929-5995.2017.06.04.2","title":"Fabrication and Characterization of Antibacterial and Biodegradable Facial Tissue Papers Using Bio-Based Raw Materials: Effect of Glycerin","year":2017,"lang":"en","type":"article","venue":"Journal of Research Updates in Polymer Science","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chitosan; Materials science; Fourier transform infrared spectroscopy; Ultimate tensile strength; Elongation; Cellulose; Chemical engineering; Antibacterial activity; Raw material; Nuclear chemistry; Composite material; Organic chemistry; Chemistry; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004942541,0.0001219812,0.0003836239,0.0007373475,0.0003793912,0.0004135088,0.0007310898,0.00005822215,0.00004966448],"category_scores_gemma":[0.000454125,0.00009599427,0.00002305051,0.000416742,0.002022245,0.001325306,0.0002964301,0.0001209552,8.859569e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005514967,"about_ca_system_score_gemma":0.0002478329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003222511,"about_ca_topic_score_gemma":0.000004970868,"domain_scores_codex":[0.9977509,0.0002853503,0.0005340651,0.0002555555,0.0008130681,0.0003610828],"domain_scores_gemma":[0.9983128,0.0001323455,0.0007919242,0.000329663,0.0003145621,0.0001186625],"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":[0.000430988,0.00002637426,0.01351124,0.00008589482,0.000003116522,0.000005499665,0.000142333,0.000001079305,0.9811499,0.00002105704,7.809618e-7,0.004621757],"study_design_scores_gemma":[0.000726564,0.0005521636,0.04270303,0.0002813684,0.000009369664,0.00002435386,0.00001699284,0.0001982884,0.955381,0.00001189298,0.0000126885,0.00008226194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988843,0.0002213047,0.00005463144,0.0001083014,0.0004766254,0.0001879022,0.00004496584,0.000003646567,0.00001827863],"genre_scores_gemma":[0.999283,0.00005304562,0.0005689287,0.000003539601,0.00007311407,0.00000132911,0.000002351158,0.000008667096,0.000006001354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02919179,"threshold_uncertainty_score":0.7451047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259326799349519,"score_gpt":0.3566812960988672,"score_spread":0.3307486161639153,"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."}}