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Data · dataset · 2026

Original Anonymised Survey Responses for the Empirical Validation of the BiogAI-RMF Framework

Listed in Teesside University Research Data Repository

This file contains the original survey-response dataset exported directly from Microsoft Forms for the empirical validation of the BiogAI-RMF framework.

Description

The dataset includes anonymised responses collected from professionals with relevant experience in wastewater treatment, biogas production, engineering, risk management, health and safety, environmental management, regulation, and digital technologies. The file is provided in its original exported structure and has not been cleaned, recoded, transformed, or statistically processed.

It is included to maintain a transparent record of the collected data and to enable comparison with the accompanying cleaned and coded dataset. Direct personal identifiers have been removed or excluded before publication.

Links

Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 15 field assertions
SourceKeyLast seenRaw
Teesside University Research Data Repositoryoai:data.mendeley.com/chbzfwk6yg.111 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].anzsrc:field:350208mapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Risk Management']
concepts[field].anzsrc:group:4004mapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Chemical Engineering']
concepts[field].local:field:chemistrymapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:energymapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
descriptionsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/description
licensesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/rights
publication_datesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
titlesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/title