{"id":"W4323315387","doi":"10.3390/polym15051302","title":"Bio-Based Adhesives Formulated from Tannic Acid, Chitosan, and Shellac for Packaging Materials","year":2023,"lang":"en","type":"article","venue":"Polymers","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shellac; Adhesive; Tannic acid; Materials science; Chitosan; Composite material; Ultimate tensile strength; Polymer science; Chemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001856972,0.00063022,0.0002084547,0.0004277535,0.0001546703,0.0003125044,0.0002154271,0.0003611073,0.000532896],"category_scores_gemma":[0.0001619334,0.0001656975,0.0002645285,0.0002783492,0.000124887,0.0004201162,0.0001475878,0.0004059397,0.0001833599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225277,"about_ca_system_score_gemma":0.0002141869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004254666,"about_ca_topic_score_gemma":0.001777688,"domain_scores_codex":[0.9998819,0.00001826807,0.000009910107,0.00002082556,0.00004791714,0.0000211628],"domain_scores_gemma":[0.9998753,0.00001804177,0.00003757435,0.000005789789,0.0000415949,0.00002169475],"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":[0.000008429256,0.00001139108,0.0000511864,0.00009633342,0.000003618107,0.00003789219,0.000008029319,0.00005943057,0.9976783,0.0000415464,0.00001227506,0.001991596],"study_design_scores_gemma":[0.000002843018,0.0001831441,0.001218959,0.00001406884,0.00001822489,0.0001100681,0.00002091252,0.0003538504,0.9958877,0.0000141186,0.0021716,0.000004372958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646052,0.01689061,0.01522744,0.00008458495,0.0001051494,0.0001285019,0.0001032276,0.0000654379,0.002789832],"genre_scores_gemma":[0.9672419,0.006104403,0.02370581,0.00007612456,0.00002409525,0.00005354826,0.0001135576,0.00002141245,0.002659183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00063022,"threshold_uncertainty_score":0.001782715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540704044926744,"score_gpt":0.2544900305163363,"score_spread":0.2390829900670688,"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."}}