{"id":"W4399723210","doi":"10.1021/acsfoodscitech.4c00207","title":"Establishing a Novel Packaging Film by Longan Seed and Tea Polyphenols: Properties and Preservation Action","year":2024,"lang":"en","type":"article","venue":"ACS Food Science & Technology","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fundamental Research Funds for the Central Universities; Department of Science and Technology of Sichuan Province; National Natural Science Foundation of China","keywords":"Polyphenol; Action (physics); Chemistry; Food science; Organic chemistry; Physics; Antioxidant","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008356316,0.0002165085,0.0002052229,0.000886564,0.0006351719,0.001179008,0.000580546,0.0001558619,0.000005507122],"category_scores_gemma":[0.0003309598,0.0001888327,0.00001680784,0.002063951,0.001252492,0.003493236,0.0006062004,0.0003044886,0.00001134188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115498,"about_ca_system_score_gemma":0.0001375672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000104161,"about_ca_topic_score_gemma":0.00004590525,"domain_scores_codex":[0.9978448,0.00002216952,0.000271187,0.0008595259,0.0003978482,0.0006044768],"domain_scores_gemma":[0.999271,0.00006011283,0.00009181443,0.0003795767,0.0001018832,0.00009564597],"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":[0.000007843217,0.00001954073,0.001840583,0.00006578414,0.000005858239,0.000001752571,0.0009650656,0.000008024434,0.9917376,0.002349937,0.00008654725,0.002911475],"study_design_scores_gemma":[0.0001840439,0.0002686981,0.000595131,0.0001870679,0.00001977724,0.0001487367,0.00130936,0.003308238,0.9907217,0.001505485,0.001496019,0.0002557175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906198,0.002178748,0.001864703,0.003577508,0.0004040168,0.0003452417,0.00002348823,0.0008501456,0.0001363216],"genre_scores_gemma":[0.9978365,0.00003085255,0.00181364,0.00007088682,0.00003679381,0.00004674166,0.000003833038,0.00002544873,0.0001353156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007216661,"threshold_uncertainty_score":0.9998578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03170723940234664,"score_gpt":0.2540085478922199,"score_spread":0.2223013084898733,"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."}}