{"id":"W4399385020","doi":"10.1016/j.ijbiomac.2024.132623","title":"Shellac-based delivery systems for food bioactive compounds","year":2024,"lang":"en","type":"article","venue":"International Journal of Biological Macromolecules","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Shellac; Biocompatibility; Nanotechnology; Drug delivery; Nanofiber; Chemistry; Materials science; 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":[0.0001756684,0.0001081634,0.0001483363,0.00005686926,0.00007004457,0.0002336646,0.0004250029,0.00007842383,0.00005827324],"category_scores_gemma":[0.00003826748,0.00004124473,0.0002292928,0.0001681902,0.00007116156,0.0000778945,0.00003565007,0.000109446,0.00001529003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005668219,"about_ca_system_score_gemma":0.00002273747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006857418,"about_ca_topic_score_gemma":0.000003274949,"domain_scores_codex":[0.9991206,0.00004319529,0.0003309687,0.0001617918,0.0002101642,0.0001333132],"domain_scores_gemma":[0.9989377,0.0004476709,0.0001334234,0.00002469848,0.0003752192,0.00008124569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002423481,0.0002101114,0.00045403,0.000007962663,0.000232869,0.00004242824,0.00001380021,0.0001222681,0.9507071,0.01897376,0.001266032,0.02772731],"study_design_scores_gemma":[0.002021515,0.01080765,0.01285277,0.001167835,0.0001834165,0.001336304,0.001156713,0.02409295,0.2227626,0.03966621,0.6825588,0.001393209],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843421,0.002612139,0.00522564,0.005685965,0.0009762887,0.0001757528,0.0006207077,0.00006150438,0.0002998806],"genre_scores_gemma":[0.9984102,0.0001260235,0.0004466877,0.0003306518,0.0005835387,0.000020424,0.00006474947,0.000001178224,0.00001651929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7279445,"threshold_uncertainty_score":0.2253233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714734414391611,"score_gpt":0.271407286370743,"score_spread":0.2342599422268268,"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."}}