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: Write a project proposal abstract for 'Mapping the strong potential' to be submitted under Sixth Framework.

assistant: **Abstract**

I will extract information on the form of the strong nuclear potential through a procedure I will develop for analysing data from the ATLAS Experiment at the Large Hadron Collider at the European Laboratory for Particle Physics (CERN). I will carry out this work at Lund University in collaboration with Professor Paula Eerola, an internationally recognized authority on the subject. The nature of the strong force, including the form of the strong potential, determines to a large extent what bound particle states can exist in our universe and serve as building blocks for larger systems. I will measure the masses of several particles known as Bc* which have been predicted theoretically to be bound by the strong potential but not yet observed, and I will compare them with predictions derived from various potentials. This analysis requires use of data from the ATLAS Pixel Detector, the development of which I have worked on for the past 10 years in the context of the international ATLAS Collaboration.
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 'DD-SCAN – AI-based language and multimedia bias checker for corporate communication content' under Horizon 2020.

assistant: **Concept**

By 2030, companies in tech-related industries will face a shortage of around 4.3M workers globally, resulting in slow growth and an estimated €450Bn in unrealized revenues. More women and minorities in tech could potentially fill this gap, but they often do not perceive a feeling of belonging from job ads and online corporate content. The problem is, organizations have no way to guarantee inclusivity across their communication channels. The negative impact is two-fold: 1) low profitability compared to organizations with high gender and ethnic diversity and; 2) €1M in extra hiring costs annually compared to other industries. DD-SCAN is the World’s first software tool that automatically neutralizes social biases across an organization’s online content – website text, images, social media and job ads. Thanks to our proprietary Machine Learning algorithms and datasets, DD-SCAN overcomes the known problems and has already been shown to increase 1) the number of qualified applicants significantly by 175% and 2) eliminating all extra hiring costs associated with tech employees. It will create a new standard for developing inclusive corporate content by providing an effective, convenient and affordable solution. Our current version is being used by 73+ tech-related organizations in Denmark, Germany, Sweden, and UK. The objective of this Phase 1 project is to lay the foundation for scaling up our innovation to reach TRL9 and launch in Europe in 2022, build a profitable business, reduce the cost of recruitment and enable millions of applicants to find the right career fit. The business opportunity is huge. Our Serviceable Addressable Market is €21.7Bn and will reach €27.4Bn by 2024, at a CAGR of 6%. By introducing a far superior technology via a scalable subscription-based busine
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 'Process based integrated management of constructed and riverine wetlands for optimal control of wastewater at catchment scale (PRIMROSE)' (PRIMROSE), addressing dissemination and exploitation.

assistant: **Impact**

PRIMROSE will develop user-friendly tools for the design of cold climate constructed wetlands (CW). The CW will treat wastewater from small communities typical in boreal and sub-alpine regions of Europe. These areas are characterized by clean freshwater resources, and wastewater loading forms a risk to their quality. Critical conditions for wetland performance (hydraulics and processes) will be studied and process-based models for efficient design of wetlands in boreal environments will be developed. Reliable methods for constructed wetland operation, maintenance and safe re-use of the saturated sorbing media will be investigated. Total watershed approach will be achieved by integrating GIS- wastewater applications. Applicability of the tools will be tested in PILOT sub- basins with end users. The project will result in a handbook and lecture material.
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 the 'Objectives and Scope' section of a Fourth Framework proposal for the project 'INTERWORKING PUBLIC KEY CERTIFICATION INFRASTRUCTURE FOR EUROPE'.

assistant: **Objectives**

The aim of ICE-TEL is to increase the trustworthiness of the Internet as used by industrial and academic research. The project will support security-enhanced applications by providing users with public key certification services in several European countries. It will also incorporate a security infrastructure and user platform to adapt and integrate the necessary tools and toolkits for incorporating public key-based security into applications as WWW, e-mail, electronic directories and multimedia conferencing. The three project applications selected for tools validation will involve secure communication between national computer emergency response teams and other network support groups, public administrations and protected access to electronic directories.The aim of the ICE-TEL project is to offer solutions to the problem of security on the Internet as used by industrial and academic research. This will be achieved by support for the usage of secured applications where users need to be certified, by providing a large scale public key certification infrastructure in a number of European countries and by providing all the necessary technology components which allow the deployment . In particular, the project will:- develop and deploy the necessary tools for both the provision of the security infrastructure and the support of users of the infrastructure for a variety of platforms (Unix, PC, Macintosh),- develop and deploy security toolkits which allow to integrate public key based security services into virtually any application, and which make use of the security infrastructure,- develop and deploy security enabled user services which immediately allow to use the certification infrastructure without further application integration, - support the integration of security ser
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 impact statement for 'Novel biomarkers of pollution in avian models: Paternally-transmitted Epigenetic Alterations in Response to heavy metaL exposure', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

With the PEARL project, I will investigate the role of non-genetic inheritance in the response of birds to polluted environments. Hosted at the University of Jyväskylä and supervised by Dr. Suvi Ruuskanen, a prominent figure in the field of environmental physiology, this project will be the first to shed light on paternally transmitted effects of pollution in avian models. Its originality resides in an integrative approach to the effects of heavy metal pollution, combining life history studies, physiology and epigenetics applied to an experimental poultry model and to wild passerines. The combination of an experimental approach and a fieldwork study will allow to 1) gauge the extent to which heavy metals can affect morphological and molecular traits in paternal sperm and their transmission to offspring, and 2) validate sperm molecular traits as biomarkers of heavy metal exposure. Aligned with one of the key strategic orientations for greater impact of Horizon Europe to preserve European biodiversity, PEARL aims to identify novel biomarkers of pollution exposure, thus bringing crucial knowledge for future research and monitoring of the impacts of heavy metal pollution on ecosystem health and for bird conservation. The project will be key in advancing my career by enabling a two-way transfer of knowledge and skills with the Host institution through a carefully crafted training plan, and a strong emphasis on dissemination and communication with a broad panel of actors (academics, conservation managers, non-scientific public).


**Keywords:** non-genetic inheritance, sperm, bird, heavy metals
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 'Towards an Automated and exPlainable ATM System' under Horizon 2020.

assistant: **Concept**

As Artificial Intelligence (AI) becomes an increasing part of our lives in general, individuals are finding that the need to trust these AI based systems is paramount. Air Traffic Management (ATM) is not an stranger to this: with a system close to, or already at, a saturation level, AI applications are considered a main enabler to reach higher levels of automation.This would mean a fundamental shift in the automation approach when moving from the classical human-machine interaction to a potentially much richer solution enabled by these AI systems, in which trust in the operations needs to be generated. As humans, operators must be able to fully understand how decisions are being made so that they can trust the decisions of AI systems. The lack of explainability and trust hampers the ability (both individual and global) to fully trust AI systems.TAPAS aims at exploring highly automated AI-based scenarios through analysis and experimental activities applying eXplainable Artificial Intelligence (XAI) and Visual Analytics, in order to derive general principles of transparency which pave the way for the application of these AI technologies in ATM environments, enabling higher levels of automation.Specifically, TAPAS will:•Analyse two operational environments: ATC (Air Traffir Control)Conflict Detection & Resolution (tactical), and Air Traffic Flow Management (pre-tactical). For them, levels of automation 1 to 3 according to SESAR Model will be considered. •Develop eXplainable Artificial Intelligence (XAI) prototypes addressing the requirements and acceptability criteria of the scenarios.•Run experiments that assess the applicability of these XAI modules in the higher levels of automation considered, exploring different ways of interaction and information exchange.•Apply Visu
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 the 'Objectives and Scope' section of a Horizon Europe proposal for the project 'Immune mechanisms of experience induced brain plasticity: the contribution of brain resident T cells'.

assistant: **Objectives**

T cells are part of the adaptive immune response.  Breaking the dogma of the brain immune privilege I demonstrated the presence of T cells in the healthy brain. In the mouse brain they regulate neuronal morphology and behavior. Surprisingly, brain T cells respond and proliferate upon exposure to an enriched environment (EE), suggesting a connection between neural activity and brain T cells. EE involves motoric, sensory and social stimulation. Exposure of rodents to EE increases neurogenesis, enhances learning and memory, with proven beneficial effect in neuropathology. How brain T cells can respond to EE and eventually modify the brain is unknown. I hypothesize that upon EE, T cells adapt their molecular profile and acquire an immunomodulatory phenotype to support the changes occurring in the brain. My overarching goal is to understand how EE modulates immune-brain interactions and to harness emerging discoveries to develop novel therapeutic interventions for neurodevelopmental disorders, that mimic the beneficial effects of EE. Currently, research into brain functions of T cells is limited by absence of research tools to deplete T cells in the brain only. The proposed project will overcome these limitations by developing a novel gene therapy approach  for depleting brain T cells . First, I will investigate how EE influences brain immunity. Then I will take the opposite approach, investigating whether and how brain immune cells act as a necessary mediator of EE-induced brain plasticity, making use of the new nanobody-based  tool to deplete brain T cells. These complementary approaches will allow me to mechanistically decipher how experience influences interactions between the brain and the immune system. Finally, using the Fragile X mouse model of Autism, I will transla
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 Horizon 2020 proposal on 'Strengthening scientific and research capacity of the Institute of Economics Zagreb as a cornerstone for Croatian socioeconomic growth through the implementation of Smart Specialisation Strategy'.

assistant: **Innovation**

The SmartEIZ project aims to strengthen scientific and research capacity, narrow networking gaps and deficiencies of Institute of Economics, Zagreb (EIZ) in comparison to leading institutions in the field of Economics and Management of Innovation and Technology (EMIT). The objectives of the projects are as follows: (1) Strengthen the cooperation between EIZ and leading international partner institutions in EU in the fields of EMIT; (2) Improve the overall research on EMIT of EIZ through training activities; (3) Enhance EIZ’s capacity to design and implement public policies to favour the internationalisation of the Croatian production system in the globalizing economy; (4) Improve the capacity of EIZ to study Science/Industry models of collaboration; (5)  Empower EIZ to contribute to RIS3 implementation stimulating inclusive innovation and sustainable development in selected technological domains. Achievement of specific objectives will contribute scientific and technical excellence, in the field of EMIT in order to improve its ability to analyse, design and evaluate public policies. This will help enhancing EIZ staff’s research profiles, integrating the project activities into the National Smart Specialization Strategy and strengthening the cooperation with research institutions in other Member States. Sustainability of the project will be secured via support to EIZ to establish a research hub, with the aim of fostering spillover effects for a larger number of organizations from public, civil and private sector in Croatia and South-East Europe. SmartEIZ will contribute to implementation of NS3 via inclusion of relevant stakeholders responsible for RIS3 policy implementation, such as MINGO (Ministry of Economy), HAMAG BICRO (Croatian Agency for SMEs, Innovations and Inve
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 'Heating and Cooling: Open Source Tool for Mapping and Planning of Energy Systems' (HotMaps) under Horizon 2020.

assistant: **Objectives**

HotMaps will develop, demonstrate and disseminate a toolbox to support public authorities, energy agencies and planners in strategic heating and cooling planning on local, regional and national levels, and in-line with EU policies. The toolbox will facilitate the following tasks on a spatially disaggregated level: (1) Mapping heating and cooling energy situation including renewable and waste heat potentials in GIS layers; (2) Model the energy system, considering hourly matching of supply and demand, demand response etc.; (3) Supporting the comprehensive assessment of efficient heating and cooling according to the Energy Efficiency Directive; (4) Comparative assessment of supply and demand options and of given scenarios until 2050 regarding e. g. CO2-emissions, costs, share of renewables.An open data set for EU-28 will be created to perform those tasks in virtually any EU region up to a 250x250m level, which will reduce barriers for authorities to heating and cooling planning. HotMaps will allow for updating locally available data and links to existing models. The software will be developed in close cooperation with the target group, within the consortium and beyond. Moreover, the toolbox will be validated and demonstrated in 7 pilot areas to provide a tested and user friendly software entirely based on user needs.In the proposal we present a strategy how to ensure the wide usability, adjustability and application of the toolbox within and beyond the project duration: (1) The consortium is fully committed to the open source idea: All EU-28 data and the source code will be open and we will link with open source energy modelling communities; (2) Training activities will be carried out, including a strategy how to continue after the project; (3) Academic partners will train
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 'Elaboration of advanced-level models for density management of coniferous and broadleaved even-aged natural stands and plantations in Europe' (EURSDMDPINEBIRCHOAK).

assistant: **Innovation**

The proposed project aims to improve the predictive abilities and practical applicability and to extend the modeling framework of the Stand Density Management Diagrams (SDMD). The established SDMD for Scots pine plantations in Bulgaria will be re-evaluated employing methodological improvements, a disaggregation system for stand structure characterization will be developed and verification of the newly elaborated compound model will be performed. Another research objective is to examine the methodology of the SDMD with biomass data from natural broadleaved stands from north-western Spain in comparison with the Dynamic growth model by the host research team. The implementation of the research activities will be combined with a training program which will enhance the applicant’s qualification in the forest models research area by study of the methodology of the management-oriented whole-stand level model elaborated by the host team for even-aged stands. Another training objective is to broaden the professional background of the applicant by study of methodology for evaluation of the carbon sequestration capacity of the forest ecosystems. The co-operative research program will result in development of new-generation compound density control model combining whole-stand-level and distribution models and the comparative studies will provide assessment of the advantages and disadvantages of two types of whole-stand level models and their possibilities to complement each other in solving silvicultural problems. The competency of the applicant in the field of forest models will be extended and the applicant’s qualification to deal with complex studies on the terrestrial ecosystems will be broadened during the course of the research and training programs. The knowledge and the pro
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 'Appropriating the 'Legitimate': Far-Right Discourses on Ecology' in the context of a Seventh Framework call.

assistant: **Objectives**

Modern societies have increasingly thematised themselves with ecological issues as their basic problems. However, the ‘legitimacy’ publicly ascribed to ecology renders its appropriation possible by groups widely viewed as ‘illegitimate’, enabling such actors to attract not only their core audience, but also a moderate wider public. This project analyses such appropriation, i.e. both the assessment of as well as the potential for self-legitimisation via ecological topics. This is done via an analysis of the politically relevant case of increasingly popular far-right populist and radical parties, and looser groups of organised intellectuals in Austria, Germany and Switzerland between 2001 and 2011.Existing research on these actors has investigated, e.g., their stance on immigration but similarly extensive research into their public discourses on ecology does not exist. Little is known about ‘how’ and ‘why’ some far-right actors reject ecological issues, while others appropriate the protection of nature. Through triangulating quantitative corpus-linguistics (direct comparison of the investigated discourses on ecology), quantitative appropriation analysis (mapping assessments of and potential self-legitimation via ecology) and qualitative discourse analysis (how ecology is performed in detail), I ask: Which topics characterise far-right discourses on ecology? How are these performances affected as soon as these actors address a moderate wider public? (How) Do these actors draw on traditional right-wing narratives about the humans-and-nature relationship?Successful appropriation of the ‘legitimate‘ topic of ecology might enable these actors to legitimise their core topics, attract a moderate wider public and transvalue (liberal-)democratic values. Thus, the project provides,