{"id":"W3174988867","doi":"10.1016/j.ultsonch.2021.105652","title":"Ultrasound-assisted covalent reaction of myofibrillar protein: The improvement of functional properties and its potential mechanism","year":2021,"lang":"en","type":"article","venue":"Ultrasonics Sonochemistry","topic":"Meat and Animal Product Quality","field":"Agricultural and Biological Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Key Research and Development Program of China; Priority Academic Program Development of Jiangsu Higher Education Institutions; Agriculture Research System of China; Ministry of Agriculture of the People's Republic of China; Ministry of Science and Technology of the People's Republic of China; Ministry of Agriculture and Rural Affairs of the People's Republic of China; National Natural Science Foundation of China","keywords":"Chemistry; Polyphenol; Antioxidant; Covalent bond; Myofibril; DPPH; Ultrasound; Sonochemistry; Radical; Gallate; Lipid oxidation; Chelation; Organic chemistry; Nuclear chemistry; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001735256,0.0003877723,0.0001641302,0.0001113556,0.00009069284,0.0001162635,0.0001293005,0.0002889966,0.0006263112],"category_scores_gemma":[0.0001785818,0.0001022235,0.0002315906,0.00009978958,0.0001795725,0.00025036,0.0001704411,0.0002944357,0.0001004699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229309,"about_ca_system_score_gemma":0.00008413698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003858139,"about_ca_topic_score_gemma":0.000939468,"domain_scores_codex":[0.9998939,0.00001791473,0.00000699835,0.00003072096,0.00002673644,0.00002376927],"domain_scores_gemma":[0.9999106,0.00001622281,0.00003402231,0.000007353436,0.00001934651,0.00001248788],"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":[0.00002503993,0.000006093379,0.00008536418,0.00004189558,0.00000458247,0.00001162819,0.000009339114,0.00001370281,0.9989417,0.00001153633,0.000005495939,0.0008437565],"study_design_scores_gemma":[0.000003476572,0.0002338385,0.002608295,0.00000293642,0.00001573191,0.00007027769,0.00001388682,0.0002757512,0.9962096,0.00000957884,0.0005537937,0.000002948689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919451,0.002389044,0.004966602,0.00007031782,0.00002234478,0.00002757778,0.00004028774,0.00002521912,0.0005134277],"genre_scores_gemma":[0.9938777,0.0008919564,0.003912708,0.00006393524,0.000009999655,0.00001814526,0.00005644848,0.000008416852,0.001160783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006263112,"threshold_uncertainty_score":0.002095282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964701557829134,"score_gpt":0.2087273595048027,"score_spread":0.1690803439265114,"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."}}