{"id":"W4386001889","doi":"10.1007/s11947-023-03187-x","title":"Development of a Novel Film Based on Casein/Modified Tragacanth Gum Enriched by Carbon Quantum Dots for Shelf-Life Extension of Butter","year":2023,"lang":"en","type":"article","venue":"Food and Bioprocess Technology","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Tragacanth; ABTS; Ultimate tensile strength; DPPH; Casein; Chemistry; Chemical engineering; Materials science; Nanocomposite; Nuclear chemistry; Zeta potential; Food science; Antioxidant; Organic chemistry; Nanoparticle; Composite material; Nanotechnology","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":[0.0002273763,0.0001625456,0.0003298903,0.0003315763,0.00008499472,0.000009192447,0.0002100189,0.0002229418,0.000007972871],"category_scores_gemma":[0.00009620977,0.0001339881,0.0000359012,0.0005985128,0.0001822537,0.00002239523,0.00006669703,0.00007505482,0.000001898462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001590817,"about_ca_system_score_gemma":0.0001129336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002500043,"about_ca_topic_score_gemma":0.00002888343,"domain_scores_codex":[0.9987386,0.000006160892,0.0004044265,0.0004074204,0.000169432,0.0002739776],"domain_scores_gemma":[0.9992809,0.00005955082,0.0002043345,0.0002764803,0.0001226367,0.00005610071],"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":[0.0001060657,0.0002077981,0.00002764508,0.0002073509,0.000008551559,5.823626e-7,0.0001164591,0.00001510078,0.994165,0.004098006,0.0001234108,0.0009240468],"study_design_scores_gemma":[0.001205153,0.0004885687,0.000286773,0.00005732409,0.0000203599,0.000003721194,0.0003329883,0.02107074,0.9748561,0.0006487817,0.0008344038,0.0001950829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956692,0.00008882902,0.002212363,0.001138761,0.00007139819,0.0003975505,0.000188615,0.0001813711,0.00005189327],"genre_scores_gemma":[0.9980105,0.00001089051,0.001559992,0.0001002729,0.0000110552,0.0002237326,0.00004318779,0.00001706034,0.00002330278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02105564,"threshold_uncertainty_score":0.5463877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286811760004155,"score_gpt":0.27433325189093,"score_spread":0.2414651342908885,"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."}}