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: Draft an executive summary for the EU project 'Large-area, low-cost and spectrally stable dynamical thermal emitters  empowered by near-zero-index materials' (LALOS) targeting Horizon Europe.

assistant: **Abstract**

Thermal projectis a radiative process fundamental to light sources operating at mid-infrared (MIR) wavelengths. However, narrowband (partially coherent) thermal emission is conventionally achieved with the use of photonic nanostructures, which hinders their exploitation in large-area and low-cost practical applications. ERC StG NZINATECH have demonstrated that near-zero-index (NZI) materials provide an alternative route towards partially coherent thermal emission, avoiding the use of accurate nanofabrication. At LALOS, we will validate the innovation potential of this result, demonstrating scalable prototypes of thermal emitters that have the potential to beat conventional emitters in terms of large-area, low-cost, output power, spectral stability, dynamical tuning and integrability. Our configurations are also compatible with high-temperature operation and fully transparent devices. These combined technological advantages are not present in other competing emitters, and our technology will be well-positioned to disrupt the markets of gas sensors, biosensors, thermal imaging and LWIR communications. At LALOS, we will research the most strategic market segments for our technology, stablish a strategy for IPR protection, and define a clear plan towards exploitation. Our emitters will impact key technologies for industrial, urban and environmental monitoring (contributing to European Smart City and Adaptation to Climate Change strategies), as well as thermal imaging and LWIR communication systems (contributing to European Digital Transformation and Defence strategies).
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 'Playmoss Pro:  The music fan club 2.0' under Horizon 2020.

assistant: **Concept**

Playmoss (www.playmoss.com) is a music platform and community of music lovers, with more than 300,000 active monthly users. Currently, Playmoss is developing Playmoss Pro, a new service which will allow music artists to create groups of fans 2.0 and to share exclusive content with them, such as pre-releases of new songs and music videos, pre-announcements of news, discounts on tickets, discounts on merchandising or video in streaming. In exchange the fan segment known to the music industry as “super-fan” will pay 2 - 3 € to access such content.
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 the specific objectives and expected outcomes for 'Socio-economic production and mobility patterns in Magreb during the Final Neolithic: Oued Beht case study (3400-2900 BCE)' in the context of a Horizon Europe call.

assistant: **Objectives**

The primary aim of SEPAMP is to delineate the economic characteristics defining the Neolithic period in the Maghreb, with particular emphasis on its final phase. The project investigates dietary habits, animal byproduct processes, and the tools employed in these activities to gain insights into technological specialisation and traditions. To achieve these objectives, I will conduct a comprehensive study, incorporating training on experimental protocols and use-wear analysis, of macro-lithic tools from Oued Beht (3400-2900 BCE), a Final Neolithic site in the Khemmiset province (Morocco).SEPAMP also aims to understand the decision-making processes and behaviours underlying the exploitation of local resources and land management, including cultivation and pastoral areas. Surveys around Oued Beht and geospatial analysis will identify raw material sources and areas potentially designated for farming and forage. Cost-effort and mobility pattern evaluations will be performed to understand how these communities interacted with their environment, including resource procurement choices and the distribution of economic activities within and outside the site. Thus, SEPAMP has the potential to enhance our understanding of the Maghreb's prehistoric communities significantly. Indeed, despite extensive efforts to interpret the neolithisation process in Northwest Africa, the development of socio-economic strategies and how late prehistoric communities approached the environment remain unclear. SEPAMP is then pioneering in understanding these phenomena, leading to new fundamental knowledge that can be compared with other Mediterranean areas, particurarly the Iberian Peninsula. It will also allow me to build hard and soft skills that I will benefit from for future academic and non-academi
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: Draft an executive summary for the EU project 'Analysis of Civil Security Systems in Europe' (ANVIL) targeting Seventh Framework.

assistant: **Abstract**

Our objective in this project is to explore and compare relevant cultural phenomena and legal determinations of civil security across Europe, taking into account the existing significant differences between countries and regions. We start by creating a framework that can be used to carry out a comparative analysis. We develop definitions of security effectiveness and efficiency that can be put into practice with the available data and in the context of the widely varying security systems in Europe. We consider a representative sample of selected countries, embodying the diverse regional security architectures, with regard to the sharing of responsibilities between public and private bodies and the role that citizens and their awareness play in regional security architectures. We study how the identified differences affect the effectiveness and efficiency of different kinds of security systems in these countries and regions. We determine what works and what doesn’t work with regard to particular types of risks, crises and disasters, and countries and regions. Finally we give specific advice, based on consensually agreed upon objective indicators and analysis, about what changes or modifications might result in improvements to the security situation in regions or countries where this is desired by EU policymakers. Consequently, we achieve the expected impact of giving the EU a clear view of which kind of systems that could successfully enhance the security in certain regions, and contribute and give EU-added value to the debate concerning “not one security fits all”.""
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 'Highly Efficient Reactor for Conversion of CO2 and H2O to Carbon Neutral Fuels and Chemicals' (HiCon).

assistant: **Concept**

A novel, highly efficient technology, to enable the synthesis of Carbon Neutral Fuels and Chemicals from CO2 and H2O employing renewable energy is proposed. The approach is based on an innovative reactor technology that produces cost-effectively green precursors for Carbon Neutral Fuels and Chemicals. The technology enables operation at non-demanding, low temperatures with unprecedented efficiency that overcomes many of the key challenges of existing technologies, exploiting radical innovations in materials and reactor engineering. The modular, easily scalable, reactor design can be integrated in/ coupled to a number of technological values chains, processes and industrial sectors, providing a sustainable pathway to net zero and achieving the European decarbonization goals. This is a cross-cutting, transformative technology for energy intensive industries, while maintaining the value of past investments in existing infrastructures (e.g. in downstream hydrocarbon processing, power generation technology, automotive industry). As such it consists of a real “just transition”, one that “leaves no one behind” as it does not disrupt the fabric of the society by marginalizing the specialized and capable European workforce in these sectors. The consortium consists of seven partners from five countries and includes a well-known university, an internationally leading energy company, a specialized materials and chemicals company, a multi-technology renewable energy developer and 3 innovative SMEs in clean energy & mobility and advanced electronics.


**Keywords:** carbon neutral, energy carriers, structure reactor, redox materials
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: Draft an executive summary for the EU project 'Unravelling the molecular regulation of microbe-induced plant resistance to root-knot nematodes in tomato' (MIR2RKN) targeting Horizon Europe.

assistant: **Abstract**

Root knot nematodes (RKNs) represent a major problem for global food security. Current control strategies of RKN have critical limitations. Beneficial root-associated microbes, like rhizobacteria, can enhance the plant immune systems, boosting resistance to a broad spectrum of attackers, including RKNs. This phenomenon, known as Microbe-Induced plant Resistance (MIR), has emerged as a promising biotechnological tool for a sustainable RKN control. However, there are still important challenges in the implementation of MIR-based products in RKN protection programs. We are just starting to uncover molecular mechanisms underlying MIR’s effectiveness to RKN, which have complex, long-term relationship with plants, including well-differentiated infection stages. The main aim of MIR2RNK is to contribute to elucidating molecular mechanisms that regulate MIR functioning to RKN in tomato. MIR2RKN will use a multidisciplinary approach combining multi-omics high-throughput techniques, computational biology, functional genomics, and mesocosm experiments to achieve three main objectives: (1) To evaluate the impact of rhizobacteria on tomato resistance to RKN throughout the infection cycle, and validate the economic viability of these findings under close-to-real field conditions; (2) To uncover key molecular traits of the tomato plant immune system that regulate rhizobacteria-MIR to RKNs across the infection cycle, and (3) To decipher the specific role of tomato polyamine metabolism in rhizobacteria-MIR to RKNs throughout the RKN’s infection cycle. MIR2RKN will enhance our understanding of how MIR is regulated during the dynamic infection cycle of RKNs. This knowledge on how MIR functions, will contribute to developing sustainable crop protection strategies against RKNs. Moreover, MIR2
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 'Integrated solutioNs for ambitiOus energy refurbishment of priVATE housing' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

INNOVATE will overcome market barriers to deep energy-efficient retrofits of private housing stock by developing and rolling out integrated energy efficiency (EE) service packages targeting homeowners in 11 target territories from 10 EU Member States (NL, DK, BE, LV, CZ, CY, SE, IT, ES and UK).  An integrated EE service package includes: • Development of products adapted to consumers’ concerns• Marketing & communication • Independent advice and technical assistance.• Tailor-made financial advice • Coordination of a chain of suppliers / contractors • Ensuring high quality standards • Long-term and affordable financingThe packages, developed by local and regional authorities and/or private sector stakeholders, in cooperation with financing institutions and investors, will be tested on 117 pilot buildings, aiming at min. 50% energy savings. These pilot projects are expected to mobilise 37.41 MEUR of private investments, trigger primary energy savings of 5.38 GWh/year and 3.14 GWh/year of renewable energy production. INNOVATE will widely disseminate successful business models and innovative financing schemes tested by project partners and those identified thanks to an extensive analysis of enabling conditions and EU best practices. 4,000 stakeholders and potential replicators will be reached via 61 EU and national capacity building events, policy meetings and communication/media tools. Recommendations on how to remove legal, financial, technical and organisational barriers hindering the implementation of the packages in target territories will influence 12 EU, national and regional policies in order to ensure the viability of these packages.
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 'State of the Art and Innovation' section for a Seventh Framework proposal on 'Assessment of the impacts of non-tariff measures - NTM on the competitiveness of the EU and selected trade partners'.

assistant: **Innovation**

The overall objective of the project is to collect and analyze new data on non-tariff measures (NTMs), particularly on governmental standards and regulations that prescribe the conditions for importing agri-food products into the EU market and into the markets of the main competing players. Furthermore, impacts from EU NTBs on least developing country (LDC) exports are examined.  The project will deliver the following results:  1. An analytical framework for defining measures, methods, products and countries.  2. A data base on NTMs in EU, USA, Canada, Japan, China, India, Brazil, Argentina, Australia, Russia and New Zealand. 3. Comparative analyses on the impact of NTMs on agri-food trade of the EU. 4. Policy recommendations from case studies for quantifying NTMs on fruits and vegetables, meat and dairy trade clusters with the EU.  5. Policy recommendations from case studies on the impacts of EU private and public standards in LDCs.  6. Dissemination of project results to key stakeholders.  This will be achieved: A.  By optimizing complementarities of the project with ongoing NTM research on the TRAINS data base at UNCTAD.   B.  By organizing the research work in research, database, management and dissemination work packages. C.  By developing research methodologies that are innovative and robust, optimizing the direct usefulness of the end results for the end users. D.  By proposing a partner consortium that together reunites the relevant needs, for:   •  Scientific excellence and international project experience   •  Appropriate geographic coverage to collect the required data in all countries   •  Linkages and complementarities with ongoing international NTM analyses (UNCTAD, OECD, World Bank, IFPRI)   •  Policy contacts, dialogue and influence   •  Efficient and ef
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 'Biotechnologies form the deep (BIODEEP)' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

Recently, five deep hypersaline anoxic basins (DHABs) were discovered in the Mediterranean Sea: Bannock, Urania, Discovery, Atalante and Tyro basins. In these basins there is a sharp transition from overlying seawater to dense, anoxic brine with a total salinity above 30%. The DHAB are also characterised by the absence of light, elevated pressure, variable pH values and ionic compositions. Taken together, these factors make the DHABs among the most extreme environments on earth. To date, very little is known about the biological characteristics of the DHABs. The aim of BIODEEP is to isolate extremophiles and to identify how their extreme adaptations, which result in novel compounds and activities, can translate into new biotechnological applications. Therefore, Mediterranean DHABs offer a unique possibility to study the influence of brines on the fate of organic compounds from the photosynthetic zone and a new scenario of genetic and metabolic
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 'Local Indicators of Climate Change Impacts. The Contribution of Local Knowledge to Climate Change Research' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

In the quest to better understand local climate change impacts on physical, biological, and socioeconomic systems and how such impacts are locally perceived, scientists are challenged by the scarcity of grounded data, which has resulted in a call for exploring new data sources. People with a long history of interaction with the environment have developed complex knowledge systems that allow them to detect local impacts of climatic variability, but these insights are absent in climate change research and policy fora. I will bring insights from local knowledge to climate research by 1) providing data on local climate change impacts on physical (e.g., shrinking glaciers) and biological systems (e.g., phenological changes) and on perceptions of climate change impacts on socioeconomic systems (e.g., crop failure due to rainfall patterns change) and 2) testing hypotheses on the global spatial, socioeconomic and demographic distribution of local climate change impacts indicators.Research will last five years. The first 18 months, Preparation, I will train a team who will develop and implement a data collection protocol and design a web-based platform where citizens can enter information on local climate change impacts indicators. During the following two years, Data collection, we will train 40 external PhD students to collect project’s data in data-deficient regions and disseminate the platform. During the last 18 months, Analysis, the core team will use spatial matching and multivariate analysis to test hypotheses related to the spatial, socioeconomic, and demographic distribution of local climate change impacts indicators. External PhD students will analyse local data. Dissemination will be transversal to the project. This project will fill theoretical and spatial gaps on c
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 the novelty, innovation potential and advance beyond the state of the art for 'Magnetic Field Generation in Structure Formation Epoch' (1998-2002).

assistant: **Innovation**

I pretend to investigate the origin of magnetic field during structure formation epoch and its subsequent enhancement due to dynamo processes. The origin and evolution of the large-scale galactic magnetic field is one of the great problems in astrophysics.
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 the novelty, innovation potential and advance beyond the state of the art for 'Responsive classifiers against hate speech in low-resource settings' (Respond2Hate).

assistant: **Innovation**

Hate speech is a worldwide phenomenon that is increasingly pervading online spaces, creating an unsafe environment for users. While tech companies address this problem by server-side filtering using machine learning models trained on large datasets, these automatic methods cannot be applied to most languages due to lack of available training data.Based on recent results of the PI's ERC project on multilingual representation models in low-resource settings, Respond2Hate aims at developing a pilot browser extension that allows users to locally remove hateful content from their social media feeds themselves, without having to rely on the support of tech companies.Since hate speech is highly dependent on cultural context, responsive classifiers are needed that adapt to the individual environment. Commercial efforts focus on large-scale, general-purpose models which are often burdened with representation and bias problems, and therefore cope poorly with swiftly changing targets or information shift between regional contexts. In contrast, we seek to develop lightweight, adaptive models that require only a small dataset for initial fine-tuning by continuously enhancing model capabilities over time.This is achieved by applying state-of-the-art Natural Language Processing (NLP) and deep learning techniques for pre-trained language models like low-resource transfer of hate speech representations from high-resource languages and few-shot learning based on limited user feedback. We have already successfully applied these methods in low-resource multilingual settings, and will now validate their use for hate speech filtering.By making hate speech detection and reduction available in ""low-resource"" countries with little representation in current training datasets, which are current