{"title":"用于 Distiller 模型控制的网络应用程序","authors":"Saar Junius, Machteld Varewyck, Tobias Verbeke","doi":"10.2903/sp.efsa.2025.EN-9394","DOIUrl":null,"url":null,"abstract":"<p>In specific contract No 6 issued under the framework agreement OC/EFSA/MESE/2023/03, EFSA requested Open Analytics to implement a web application for Distiller model control. The web application has two modules: one for the generation of random samples of references already screened in DistillerSR to be used as training sets for the AI tools, one for assessing how well the AI tools perform on validation sets not included in the training samples. The second module also generates a report to aid in deciding whether to use these tools for a specific DistillerSR project.</p>","PeriodicalId":100395,"journal":{"name":"EFSA Supporting Publications","volume":"22 4","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.2903/sp.efsa.2025.EN-9394","citationCount":"0","resultStr":"{\"title\":\"Web Application for Distiller Model Control\",\"authors\":\"Saar Junius, Machteld Varewyck, Tobias Verbeke\",\"doi\":\"10.2903/sp.efsa.2025.EN-9394\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>In specific contract No 6 issued under the framework agreement OC/EFSA/MESE/2023/03, EFSA requested Open Analytics to implement a web application for Distiller model control. The web application has two modules: one for the generation of random samples of references already screened in DistillerSR to be used as training sets for the AI tools, one for assessing how well the AI tools perform on validation sets not included in the training samples. The second module also generates a report to aid in deciding whether to use these tools for a specific DistillerSR project.</p>\",\"PeriodicalId\":100395,\"journal\":{\"name\":\"EFSA Supporting Publications\",\"volume\":\"22 4\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-04-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.2903/sp.efsa.2025.EN-9394\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"EFSA Supporting Publications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.2903/sp.efsa.2025.EN-9394\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"EFSA Supporting Publications","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.2903/sp.efsa.2025.EN-9394","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
In specific contract No 6 issued under the framework agreement OC/EFSA/MESE/2023/03, EFSA requested Open Analytics to implement a web application for Distiller model control. The web application has two modules: one for the generation of random samples of references already screened in DistillerSR to be used as training sets for the AI tools, one for assessing how well the AI tools perform on validation sets not included in the training samples. The second module also generates a report to aid in deciding whether to use these tools for a specific DistillerSR project.
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