RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain the overall concept, methodology and approach for the project 'Innovative medicines for europe' (INNOMED).

assistant: **Concept**

The discovery and development of new drugs is very costly and attrition rates are high. Initiatives to reduce the rate of attrition during later phases are clearly desirable and if successfully implemented will reduce development costs. The InnoMed proposal addresses the complex issues associated with the future of biomédical research in the EU, and addresses ways of achieving accelerated development of, safe and more effective medicines, aiming to revitalize the European biopharmaceutical research environment. InnoMed's wide consortium base, being led by the European Federation of Pharmaceutical Industry and Associations (EFPIA), guarantee's a commitment from all the stakeholders needed to change the process of drug development in Europe. The course for addressing the necessary changes is to first develop a Strategic Research Agenda (SRA) that will encompass the whole path from discovery of a new drug target to the validation and approval stages of a new drug compound. This will be agreed by all the relevant stakeholders via meetings and workshops. Four key bottlenecks in the drug development process will be addressed: Safety Efficacy Knowledge Management Training and Education This comprehensive strategy with a detailed roadmap will lead to the deployment of a European Technology Platform (ETP). This European Technology Platform will deliver added value to the drug discovery and development process and to individual stakeholders. To ensure the relevance of the ETP InnoMed will validate it using two research proposals, AddNeuroMed, which will develop and validate novel surrogate markers based upon in vitro and in vivo models in animals and humans, using Alzheimer's disease as a testing platform. PredTox will deliver new biomarkers of toxicity and a greater understandin
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'Multidimensional knowledge-based annotation for ethical context-aware heritage data life cycles' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

INFINITY advances the European Collaborative Cloud for Cultural Heritage (ECCCH) with an innovative ecosystem of tools and methods that enhance the lifecycle management of Cultural Heritage Digital Objects (CHDOs). It focuses on creating enriched, multi-context descriptions of CHDOs through multidimensional knowledge graphs, supporting their nuanced, ethical and sustainable reuse. By embedding workflows, data provenance, IPR, and diverse cultural, historical and socio-political perspectives into CHDO descriptions, the project ensures inclusive and accurate representations. Outputs adhere to FAIR principles, ensuring they are Findable, Accessible, Interoperable, and Reusable in both commercial and non-commercial contexts.Key innovations include an open library of Semantic Web and AI-driven software components for metadata enrichment, multilingual knowledge extraction and explainable AI tools, all designed for seamless integration into existing Collection Management Systems . The project introduces scalable infrastructures to support large-scale crowdsourcing and citizen science campaigns, fostering collaborative CHDO annotation and reuse. Advanced interfaces provide intuitive access to CHDO, enabling responsible interaction by diverse users, including citizens, cultural organizations, researchers and creative industries. Five use cases covering a wide range of data enrichment, IPR and ethical reuse scenarios will frame the development, validation and exploitation of INFINITY’s solutions. To drive engagement and adoption, INFINITY will establish a stakeholder network, deliver capacity-building workshops, provide training resources and launch an open call for cultural institutions and creative industries. These initiatives aim to unlock the potential of CHDOs to foster soc
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'Innovation Nexus' (INNONEXUS), addressing dissemination and exploitation.

assistant: **Impact**

It is widely acknowledged that Higher Education Institutions (HEIs) should go beyond their traditional education and research functions and also be key actors in promoting, creating and sustaining social innovation that responds to multifaceted challenges. Social innovation has gained relevance within the framework of academia at the international level, although is recognised the need to enable social innovation ecosystems across Europe through the adoption of systemic solutions, involving diverse actors, institutions, and places, involving all-kind of social innovation actors (social innovation actors/social entrepreneurs, SMEs, start-ups, accelerators and business incubators, investors, industry, foundations, philanthropy societies, HEIs and RTOs public-owned enterprises). Hence, Innovation Nexus starts from a clear commitment from the participating HEIs to balance the fourth helix by increasing the role of HEIs as drivers of social innovation, but in co-construction with other stakeholders from across the fourth helix. Specifically, a methodology consisting of two distinct (but complementary) phases has been defined. In the first phase, the focus will be on innovation actors and on building capacity among them, so that they become better equipped to work with social entrepreneurs; in the second phase, the focus will be on social innovation actors and on their access to the resources of innovation ecosystems.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'virtual Factories: Interoperation suppoRting buSiness innovaTion' to be submitted under Horizon 2020.

assistant: **Abstract**

The manufacturing industry is entering a new era in which new ICT technologies and collaboration applications are integrated with traditional manufacturing practices and processes, which brings virtual organisations to factories, i.e. Manufacturing 2.0. Virtual factory to future manufacturing slows the flexible amalgamation of manufacturing resources in multiple organisations to create timely, demand driven product lines.The project “vF Interoperation suppoRting buSiness innovaTion” (FIRST) provides the new technology and methodology to describe manufacturing assets; to compose and integrate the existing services into collaborative virtual manufacturing processes; and to deal with evolution of changes. From the overarching objective to enhance manufacturing integration through the application of advanced IT solutions, the innovative project brings together an experienced researcher with expertise in the designing an interoperability framework for facilitating interoperability on data/information, services and process levels respectively. These outcomes lead to significant business innovations for virtual factories, made possible by an internationally recognised group expertise in (manufacturing) services/assets description languages, semantic services discover methods, and automated interoperability. The experienced researcher has an existing background in service oriented business process management; ontology based process model registration and management; and web service discovery and selection. She combines this with a perspective on application of those technologies. The FIRST project will take advantage of this complementary experience as well as the academic and industrial relationships in Europe and China respectively, taking advantage of the unique opportunity
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Multiple Scattering description of Ballistic Electron Emission Miscroscope for materials used in spin injection' (MS-BEEM) under Seventh Framework.

assistant: **Objectives**

Spintronics is now a major challenge at the international level with the prospect of manipulating, storing and transporting the electron spin in semiconductors. This will lead to a whole new family of much faster devices, working at low power, including programmable spin transistors. It has been demonstrated that the efficiency of spin injection is strongly dependent on the structure of the interface between the layers involved, and therefore it is essential to be able to characterize the structural and electronic properties of these interfaces, and study the transport through all the layers. Ballistic Electron Emission Microscopy (BEEM) is a tool that was specifically designed for this purpose. It is based on Scanning Tunnelling Microscopy (STM) and consists in the injection of electrons from the STM tip across a tunnelling gapinto a thin metal layer that forms with a semiconductor substrate a Schottky barrier. At the metal/semiconductor interface, the Schottky barrier only allows a fraction of them to pass and be detected as the BEEM current. This enables in particular to study the spatial dependence of transport in buried interfaces. However, actual theoretical models to describe BEEM are based on band structure or k-space  Green's function methods, and do not take into account the shape and size of the STM tip, although there is clear experimental evidence that these parameters strongly affect the properties on the electron current. Real Space Multiple Scattering (RS-MS) is a framework where this effect can be taken into account properly to give a true real space description of BEEM. The purpose of this proposal is to devise a completely new description of BEEM using the flexible RS-MS framework, in order to better understand the transport properties of the spin car
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Sulphide INclusions in DIAmonds: A Window into The Earth’s Interior Through Time' (SINDIA) under Horizon 2020.

assistant: **Objectives**

Life-sustaining Earth’s surface is closely related with the evolution of Earth’s interior, that is essentially ruled by mantle behaviour. Diamonds containing mineral inclusions from “long ago” and “far away” are unparalleled tools to investigate the chemical history and evolution of the Earth’s otherwise inaccessible mantle. Among mineral inclusions in diamond, sulphides are the most abundant. These minerals are the best candidate to investigate mantle primary composition, mantle physical-chemical processes at conditions prevailing during diamond formation and genesis – still a highly contentious issue. Sulphide inclusions are the keel tool for dating diamond formation and yet, despite previous research, the nature of these inclusions is not well understood. This is a major drawback as knowledge of the genesis of these mineral phases in diamonds directly relates to the chronological information they contain, and consequently the chemical information they carry. In light of very recent exciting results from an ERC project discovering new sulphide minerals in diamonds, SINDIA aims at combining, for the first-time, a thorough non-destructive in situ characterization of sulphide inclusions in diamonds with homogenization experiments coupled with isotopic analyses to investigate their genesis and the evolution of the Earth’s interior through time. SINDIA’s goals are to shed new light into the composition, origin and age of mantle sulphides, the origin and age of diamonds and in particular to validate the mostly widely used dating system in diamond research. The results of this study will provide international visibility to the researcher and the University of Padova by producing fundamental scientific advances in this new field of research, making the Department of Geoscienc
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon Europe proposal on 'Soil condition and capability mapping for sustainable forest management'.

assistant: **Concept**

The conservation and improvement of forest soil resources is essential for achieving the UN Sustainable Development Goals and the EU Green Deal. Policy-makers and land managers need detailed information -quantitative and spatially explicit- on the effects of management strategies on soil condition and capability for supplying ecosystem services. The rise of digital soil mapping (DSM) and integrative modelling approaches have brought powerful tools for generating data-driven knowledge that can guide the decision-making process. SELVANS will implement an innovative DSM framework for assessing the effects of contemporary forest management on soil change, expressed as biogeochemical processes and microbial functions. The hypothesis is that the response of indicators of soil condition to management practices will differ by soil class depending on the biophysical environment, inherent soil properties and the legacy of land use history. Furthermore, SELVANS will investigate the links between anthropedogenesis and soil microbial functional diversity, and its effects on carbon and nutrient cycling. Soil classes and the degree of anthropogenic pressures on soil will be generated using data-mining algorithms, environmental covariates, time series of satellite imagery, national forestry inventory data and legacy soil data. Soil condition will be characterized with a comprehensive set of physical, chemical and biological soil properties (e.g., soil organic carbon, nutrients, soil microbial diversity and functioning) originating from completed and ongoing projects evaluating the functioning of forest soils. SELVANS' outputs will identify thresholds for decline in soil condition and risk of soil degradation, with an impact for forest management and conservation of soil resources. Fina
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'Assessing debate and participative technology assessment' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

Overall objective of the proposed project The overall objective of the proposed project is to further the understanding of the development of public debate and participatory technology assessment by systematically analysing and comparing several (15) experiences carried out in the field of biotechnology and other technologies in the following European countries: Denmark, France, Germany, The Netherlands, United Kingdom. This will be done by investigating and comparing case studies on four dimensions: - the emergence of public debate, - the social shaping of the debated problem, - the institutional structuring of the forum, - the way to consider the impacts and results. The aim of the project is to facilitate the promotion of public debate on science and technology policy at regional and national levels in Europe. The proposed project is part of ethical, legal and social aspects (ELSA) of the biotechnology programme and fits with the objectives (stated in the supplementary information): - Understanding and answering public attitudes and diversity of viewpoints,as well as the social shaping of public attitudes, - Fulfilling a prospective role, anticipating the problems and providing early warnings for new ethical, social and legal issues. The general approach of the proposed project comprises basically the following stages: 1 - A general overview of participative technology assessment and public debate experiences in European countries will be given(task 1); 2 - In depth analysis of participative technology assessment and public debate concrete cases in the field of biotechnology and other technologies (tasks 2, 3, 4); 3 - International comparison of the in depth analyses covering several different dimensions will be made: according to some levels such as: technology (bio
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'ChIP-chip to decipher transcription networks of RXR and partners' (X-TRA-NET) under Sixth Framework.

assistant: **Objectives**

The majority of nuclear receptors (NRs) signal as heterodimers (HDs) with the promiscuous retinoid X receptors (RXRs). Heterodimerization introduces several key regulatory features to the RXR family,as it specifies response element recognition and allows dual ligand input in a HD-specific manner. Together these features allow the large family of RXR heterodimerizing NRs to establish a plethora of cognate ligand-dependent gene networks that regulate major aspects of cell and organ function during embryoge nesis and in the adult. Importantly, NRs are drugable and play central roles in major diseases like cancer, diabetes and atherosclerosis. HD target gene regulation has only been investigated by a gene-by-gene approach. Thus, key aspects of this regulator y network, e.g. identity of primary targets and their response dynamics, sharing of targets by different HDs, NR subtype and ligand dependency, are entirely unknown. The main objective of X-TRA-NET is to develop and employ chromatin-immunoprecipitation ( ChIP) microarray technology to explore the complex transcriptional network of RXR and its partners. X-TRA-NET will use these unique microarrays to investigate the impact of position and binding site diversity on the mechanisms of RXR target gene activati on. The complex interplay between cellular context, target site diversity and receptor subtype specificity will also be addressed. The microarrays will be used to investigate how treatment of cell culture and animal models with different ligands targeti ng the heterodimerization partner, or RXR itself, differentially affects recruitment of the NRs and their associated co-factors to target sites. Thus, X-TRA-NET aims to provide the first proof of concept for the use of ChIP-chip technology in NR ligand p rofiling. This w
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Reuse of Olive Mill Wastewater for producing new antioxidant tanning chemicals' under Horizon 2020.

assistant: **Concept**

Olive Mill Wastewater (OMW) is a highly polluted medium produced in large quantities during olive milling, rich of several polyphenolic compounds, which limit OMW biodegradability in conventional treatment processes. For olive oil producers OMW represents a problem and a disposal cost. Such polyphenols are interesting because of their tanning behavior and high antioxidant strength. The innovation proposed is to transform OMW from waste into raw material with a stabilization process, promoting also highly antioxidant phenols enrichment, to be used in tanning step as medium process in place of water and tannin chemicals, and as reaction medium to produce a new class of antioxidant tanning resin. The goal of TANNOW is to start-up a business initiative, where OMW is collected, transformed and used to produce innovative Cr-free leather articles, or to prevent the oxidation of Cr into carcinogenic Cr VI in Cr-tanned leather. TANNOW intends to answer to the needs of the olive oil producers in terms of valorization of OMW from a waste into a new raw material, and to the needs of the leather users who intends to ban Cr-tanned articles by 2020. The removal of chrome salts in tanning process will have positive impacts on workers and consumers health and on downstream wastewater management. Such problems have certainly an EU dimension, because Europe is the main producer of olive oil and the world leader in leather production.The feasibility assessment will prove the soundness of the business model, confirm evidence of the actual market demand and attractiveness of the products, and describe the minimum operative size of the equipment that covers the initial sales plan, in order to start-up and implement in phase two the production of stabilized OMW, derived tanning resins and Cr-f