{"data":{"id":"10.4121/481f487a-e3aa-48d1-9ddb-59c29ae2d097","type":"dois","attributes":{"doi":"10.4121/481f487a-e3aa-48d1-9ddb-59c29ae2d097","prefix":"10.4121","suffix":"481f487a-e3aa-48d1-9ddb-59c29ae2d097","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Blijker, T. (tblijker)","nameType":"Personal","givenName":"Thiska","familyName":"Blijker","nameIdentifiers":[{"nameIdentifier":"0009-0006-0338-0469","nameIdentifierScheme":"https://orcid.org/"}],"affiliation":[]}],"titles":[{"title":"Data/Computational pipeline underlying the MSc thesis: What roots regenerative agriculture? A value perspective on regenerative agriculture, specifically in the Zuid-Hollandse Delta"}],"publisher":"4TU.ResearchData","container":{},"publicationYear":2026,"subjects":[{"subject":"Applied Ethics","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"2201"},{"subject":"Philosophy and Religious Studies","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"22"},{"subject":"discourse analysis"},{"subject":"regenerative agriculture"},{"subject":"Moral values"},{"subject":"Large language model"},{"subject":"Text mining"},{"subject":"Time: 2010-2026"}],"contributors":[{"name":"TU Delft, Faculty of Technology, Policy and Management","nameType":"Organizational","contributorType":"Other","affiliation":[],"nameIdentifiers":[]}],"dates":[{"date":"2026-10-19","dateType":"Issued"}],"language":"en","types":{"ris":"COMP","bibtex":"misc","citeproc":"article","schemaOrg":"SoftwareSourceCode","resourceType":"Software","resourceTypeGeneral":"Software"},"relatedIdentifiers":[{"relationType":"References","relatedIdentifier":"https://resolver.tudelft.nl/uuid:d6ef4d6b-611a-4047-bf1c-4465972a44e8","relatedIdentifierType":"URL"},{"relationType":"IsVersionOf","relatedIdentifier":"10.4121/481f487a-e3aa-48d1-9ddb-59c29ae2d097.v1","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":["Data/pdf, Model/python, Output/png/csv/html/json"],"version":"1","rightsList":[{"rights":"MIT License","rightsUri":"https://opensource.org/licenses/MIT","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"mit","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"This repository contains a computational pipeline developed for a discourse analysis of moral values in regenerative agriculture, conducted as part of a master's thesis examining the value landscape of regenerative agriculture in the Zuid-Hollandse Delta, Netherlands. The research objective was to identify which moral values are articulated across practitioner, scientific, and agricultural policy discourses, and to compare how these values are framed within and across these domains.The underlying data consists of three PDF corpora: Dutch practitioner publications on regenerative agriculture, peer-reviewed scientific literature, and Dutch agricultural policy documents spanning European, national, provincial, and municipal governance levels. Documents were collected through structured searches of academic databases (Web of Science, Scopus) and publicly available practitioner and policy sources.The pipeline preprocesses these PDF corpora into text chunks, analyses them using a Large Language Model (LLM) guided by structured prompts and output schemas, and aggregates the results into validation reports, heatmaps, and evidence browsers for interpretation. The analysis distinguishes values by discourse, by framing (promise or concern), and, where applicable, by intended audience.The preprocessing and analysis scripts are designed to be largely reusable for other text corpora and research questions involving value or discourse analysis. The prompts, validation procedures, and reporting scripts, however, are tailored specifically to this project's value list and research design, and would require adaptation for other applications.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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","url":"https://data.4tu.nl/datasets/481f487a-e3aa-48d1-9ddb-59c29ae2d097","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"viewsOverTime":[],"downloadCount":0,"downloadsOverTime":[],"referenceCount":0,"citationCount":0,"citationsOverTime":[],"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":1,"created":"2026-10-19T13:45:00.000Z","registered":"2026-10-19T13:45:01.000Z","published":"2026","updated":"2026-10-19T13:45:01.000Z"},"relationships":{"client":{"data":{"id":"delft.data4tu","type":"clients"}},"provider":{"data":{"id":"scpr","type":"providers"}},"media":{"data":{"id":"10.4121/481f487a-e3aa-48d1-9ddb-59c29ae2d097","type":"media"}},"references":{"data":[]},"citations":{"data":[]},"parts":{"data":[]},"partOf":{"data":[]},"versions":{"data":[]},"versionOf":{"data":[{"id":"10.4121/481f487a-e3aa-48d1-9ddb-59c29ae2d097.v1","type":"dois"}]}}}}