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提高土耳其肉类和胴体特征研究中科研产出质量的数据挖掘方法。

Data-Mining Methodology to Improve the Scientific Production Quality in Turkey Meat and Carcass Characterization Studies.

作者信息

Salgado Pardo José Ignacio, Navas González Francisco Javier, González Ariza Antonio, León Jurado José Manuel, Carolino Nuno, Carolino Inês, Delgado Bermejo Juan Vicente, Camacho Vallejo María Esperanza

机构信息

Department of Genetics, Faculty of Veterinary Sciences, University of Córdoba, 14071 Córdoba, Spain.

Agropecuary Provincial Centre, Diputación de Córdoba, 14071 Córdoba, Spain.

出版信息

Animals (Basel). 2024 Jul 19;14(14):2107. doi: 10.3390/ani14142107.

DOI:10.3390/ani14142107
PMID:39061569
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11273658/
Abstract

The present research aims to describe how turkey meat and carcass quality traits define the interest of the scientific community through the quality standards of journals in which studies are published. To this end, an analysis of 92 research documents addressing the study of turkey carcass and meat quality over the last 57 years was performed. Meat and carcass quality attributes were dependent variables and included traits related to carcass dressing, muscle fiber, pH, colorimetry, water-holding capacity, texture, and chemical composition. The independent variables comprised publication quality traits, including journal indexation, database, journal impact factor (JIF), quartile, publication area, and JIF percentage. For each dependent variable, a data-mining chi-squared automatic interaction detection (CHAID) decision tree was developed. Carcass or piece yield was the only variable that did not show an impact on the publication quality. Moreover, color and pH measurements taken at 72 h postmortem showed a negative impact on publication interest. On the other hand, variables including water-retaining attributes, colorimetry, pH, chemical composition, and shear force traits stood out among the quality-enhancing variables due to their low inclusion in papers, while high standards improved power.

摘要

本研究旨在通过发表研究的期刊质量标准,描述火鸡肉和胴体品质性状如何界定科学界的关注重点。为此,对过去57年中涉及火鸡胴体和肉质研究的92篇研究文献进行了分析。肉和胴体品质属性为因变量,包括与胴体屠宰率、肌纤维、pH值、比色法、持水能力、质地和化学成分相关的性状。自变量包括出版质量性状,如期刊索引、数据库、期刊影响因子(JIF)、四分位数、出版领域和JIF百分比。针对每个因变量,构建了一个数据挖掘卡方自动交互检测(CHAID)决策树。胴体或切块产量是唯一对出版质量没有影响的变量。此外,宰后72小时的颜色和pH值测量结果对出版关注度有负面影响。另一方面,包括保水属性、比色法、pH值、化学成分和剪切力性状在内的变量,因其在论文中的低纳入率而在品质提升变量中脱颖而出,而高标准则提高了影响力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a61/11273658/f81f5fccdb87/animals-14-02107-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a61/11273658/f81f5fccdb87/animals-14-02107-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a61/11273658/f81f5fccdb87/animals-14-02107-g001.jpg

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本文引用的文献

1
Discriminant canonical analysis as a tool for genotype traceability testing based on turkey meat and carcass traits.判别式典型分析作为基于火鸡肉和胴体性状进行基因型溯源测试的工具。
Front Vet Sci. 2024 Feb 15;11:1326519. doi: 10.3389/fvets.2024.1326519. eCollection 2024.
2
Carcass composition and physicochemical and sensory attributes of breast and leg meat from native Mexican guajolote () as influenced by sex.性别对墨西哥本土火鸡()胸肉和腿肉的胴体组成、理化特性及感官属性的影响
Arch Anim Breed. 2023 Nov 20;66(4):341-355. doi: 10.5194/aab-66-341-2023. eCollection 2023.
3
Study of Meat and Carcass Quality-Related Traits in Turkey Populations through Discriminant Canonical Analysis.
通过判别式典型分析对土耳其种群中与肉和胴体品质相关性状的研究。
Foods. 2023 Oct 19;12(20):3828. doi: 10.3390/foods12203828.
4
Data Mining as a Tool to Infer Chicken Carcass and Meat Cut Quality from Autochthonous Genotypes.数据挖掘作为一种从本地基因型推断鸡胴体和肉块品质的工具。
Animals (Basel). 2022 Oct 8;12(19):2702. doi: 10.3390/ani12192702.
5
Scientometric evaluation of 100-year history of Poultry Science (1921-2020).家禽科学 100 年历史的科学计量学评价(1921-2020)。
Poult Sci. 2022 Nov;101(11):102134. doi: 10.1016/j.psj.2022.102134. Epub 2022 Aug 13.
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Describing the relationships among meat quality traits in domestic turkey (Meleagris gallopavo) populations.描述家养火鸡(Meleagris gallopavo)群体中肉质特性之间的关系。
Poult Sci. 2022 Oct;101(10):102055. doi: 10.1016/j.psj.2022.102055. Epub 2022 Jul 15.
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Air chilling of Turkey carcasses: process efficiency and impact in the meat quality traits.火鸡屠体的风冷处理:工艺效率及其对肉质特性的影响
J Food Sci Technol. 2022 Sep;59(9):3683-3692. doi: 10.1007/s13197-022-05391-7. Epub 2022 Mar 4.
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