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: Describe the specific objectives and expected outcomes for 'Generalised Entropy Models for Spatial Choices' in the context of a Horizon 2020 call.

assistant: **Objectives**

This project will create a new category of models that can be used for describing a wide range of spatial choice problems in the social sciences. Spatial settings often have a very large number of choice alternatives. Discrete choice models are used extensively to make counterfactual predictions based on observations of individual choices. Despite forty years of research, current spatial choice models still have two major generic short-comings that seriously limit their ability to make counterfactual predictions. The new category of models will address these two short-comings.The first issue is that substitution patterns between choice alternatives are very complex. The new models will allow substitution patterns to be specified in a general and transparent way. The second issue is that so-called endogeneity issues are pervasive, which violates the underlying statistical assumptions of common models and leads to inconsistent results. The new models will enable endogeneity issues to be dealt with in a simple way.The new models rely on a concept of generalised entropy and are related via duality to classical discrete choice models. A generalised entropy model, or just GEM, will be specified in terms of a transformation from choice probabilities to utilities. This idea is completely new. It is the exact opposite of classical discrete choice models and makes available a whole universe of new models. Early results suggest that GEM will enable the short-comings of the standard models to be overcome.The project develops GEM in three prototypical spatial contexts: equilibrium sorting of households, travel demand modelling, and network route choice.Classical discrete choice models are extensively used for policy analysis and planning. Replacing these by GEM will therefore influe
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 'Hybrid energy saving wind/thermo green engine" water generation ready-to-start mini-plant for remote communities"' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

Power supplies and fresh water are essential for quality of life and economic development. For many communities the cost of supply limits their ability to derive the socio-economic benefits that adequate supplies provide. At the same time such facilities -n id avoid environmental deterioration Tne use of alternative energy and multi fuel engines can be combined to provide an nergy efficient and local solution to the two problems of drinking water supplies and electrical power generation and in a low cost modular system. This solution would provide reliable water supply and electrical power to remote and/or , land communities by means of a synchronised energy saving fossil fuel/wind desalination and power generation unit in an affordable, expandable and modular system but with power cost in all aspects i.e. initial, running and maintenance costs, as well as with significantly lower pollution level than the alternatives available. Research is required to explore control techniques and identify the development for existing technology and the parameters to combine these into an affordable and practical system.
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 'MObile eHealth for the VINdication of Global LIFEstyle change and \ndisease management solutions' (MovingLife).

assistant: **Concept**

The MovingLife project will deliver roadmaps for technological research, implementation practice and policy support with the aim of accelerating the establishment, acceptance and wide use of mobile eHealth solutions with the aim of accelerating the establishment, acceptance and wide use of mobile eHealth solutions that will support lifestyle changes. The MovingLife will take a global perspective on mHealth not only from the developed world, but equally so from the newly developed and developing regions. Evidence and best practice from use of mHealth solutions in the developing world will be taken into account and interviews with experts from newly developed countries such as Brazil and India will be included in the analysis. The roadmaps will address a broad group of fundamental issues such as: technology options for applications and services; options for new and improved medical guidelines; user empowerment, acceptance, ethics and privacy; socio-economic environments and policy and regulatory frameworks. The project will provide better understanding of the technology options for defining research policies and of the business and regulatory aspects for both private sector-driven and publicly-funded mHealth services. The MovingLife project has defined five objectives to reach the overall goal for the project. These five objectives are: definition and detailed description of state of play and trends, scenario development for mHealth applications, gap analysis and development of roadmaps. The project will also undertake validation and impact assessment in selected areas using Healthcare Technology Assessment methods and simulations of mHealth applications in daily life situations.  The expected impact covers improved understanding of the technology options in areas such as
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 'Mainstreaming Gender in the European Union after the Financial Crisis' to be submitted under Seventh Framework.

assistant: **Abstract**

This proposed project aims to contribute to excellence in the field of feminist political science by developing methodologies which help us to understand the gendered political dimensions of recent EU macro economic policies to the Eurozone/financial crisis. Gendered research on this policy area is under developed and difficult to undertake on account of well documented methodological shortcomings in feminist political science.The fellow brings an innovative methodology developed in their recently competed thesis which tackles these shortcomings and will apply it to these under researched policy areas. Activities during the IEF include a period of training and learning on this policy area, which the fellow is not yet expert in and a period of fieldwork in Directorate General for  Economic and Financial Affairs (DG ECFIN). This data will provide insights into the processes leading to the implementation, or rejection of gender mainstreaming within DG ECFIN. Empirical findings will be published in specialist EU studies and gender academic journals, as well as in pamphlets for the policy community around DG ECFIN, including policy consultants.The workplan includes several incremental steps to build capacity around this presently very under researched field and to thus achieve maximum benefit for the ERA.  These include the production of a methodological  article illustrating techniques to undertake gendered analysis in these areas; an initial workshop to explore these methods and themes at the host institution; and a  joint edited special edition on the gendered implications and policy making processes of the EU's policy responses to the Eurozone/financial crisis.  This will be followed by an ECPR Joint Sessions Workshop a year later.  Papers from this workshop will be edit
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 'Exploring bacterial multicellularity: study of long-distance metal transport and intercellular junctions in Actinosynnema mirum'.

assistant: **Concept**

In recent decades, research has revolutionized the conventional view of bacteria as solitary entities suspended in liquid media. Bacterial multicellularity, which leads to the formation of complex structures such as biofilms that comprises diverse bacterial species, challenges the outdated paradigm. Even less is known about the multicellular bacteria capable of aerial growth, raising questions about their access to essential resources found only in the substrate inaccessible to them.This project focuses on the study of two closely related bacteria, Actinosynnema mirum and Actinosynnema pretiosum, which form tree-like structures known as synnemata. Data have revealed the presence of intercellular cell junctions, the functions of which remain elusive but undoubtedly important within synnemata. Additionally, metal distribution within the synnemata has been studied using nano X-Ray Fluorescence, indicating the presence of metals throughout the aerial mycelium and patterns of discrete, non-uniform intracellular metal concentrations.This project aims to challenge the existing model of long-distance metal transport in synnemata. It begins with the development of translational fusion reporters, labeling membrane transporters with mNeonGreen, coupled with confocal microscopy to assess the relevance of the proposed model, depicting a restrained spatial localization of the transporters at cell junctions. Advanced cryoEM techniques will also be used to better characterize the cell junctions within synnemata. By examining metal transport and distribution within these multicellular structures, this research aims to shed light on their intricacies and potentially revolutionize our understanding of how bacteria efficiently share essential resources over long distances.In summary, this
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 'Attracting International Experienced Researchers in any Research Field to the Basque Country' (SmartBRAIN3) targeting Horizon Europe.

assistant: **Abstract**

The economic crisis and the lack of resources devoted to research and development (R&D) in Spain is a pressing issue, affecting the Basque region too, and it is aggravated by the European crisis provoked by the COVID-19 pandemic and the Ukraine invasion. The R&D expenditure (% of GDP) in Spain has been reduced in the last decade. Currently, it is half of the European Union average, which is critical. The stabilization of long-term research lines led by experienced researchers, as proposed by SmartBRAIN3, is an unmet challenge that Ikerbasque (beneficiary) proposes to address with the present programme. SmartBRAIN3 aims to offer 30 research contracts for experienced researchers within 2 calls, offering 15 positions in each call. The current programme offers permanent contracts as “Ikerbasque Research Professors” (tenure track positions) to all researchers to be recruited, although each fellowship will last 36 months within the SmartBRAIN3 programme. The impact of such a workforce for the Basque region is welcomed as internal assessments by the Basque research institutions show the lack of experienced researchers in the region. SmartBRAIN3 offers an outstanding research, innovation training and career consolidation programme, with specific focus on the triple-I dimension (international, intersectoral and interdisciplinary), as well as providing an impactful, innovative and inclusive research environment. The 24 implementing partners recruiting and hosting the fellows are leading international institutions within their respective fields. SmartBRAIN3 includes mandatory international secondments, which enhance the researchers’ networks and let them explore intersectoral career paths as well, in support of their career progress. SmartBRAIN3 ultimate impact is to contribute to
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 'Linking Impact Assessment Instruments to Sustainability Expertise'.

assistant: **Innovation**

Existing research points out that the full potential of Impact Assessment (IA) for delivering sustainable development is not being realised. Many tools to support IA are not yet being fully employed by policy makers. This is symptomatic of a large and deep gap between the two broad communities of IA researchers and IA practitioners. Practitioners tend to look for tools that are simple and transparent while the researchers are more interested in the sophistication and innovative aspects of assessment tools. The main purpose of LIAISE is to identify and exploit opportunities to bridge between these two communities in a way that leads to an enhanced use of IA tools in policy making. Its centrepiece will be a shared toolbox – simultaneously accessible and useful for policy makers as well as for the research community. The LIAISE consortium will: • Unite the multi-disciplinary competences of a core of large European institutes, that in turn consolidate the expertise from large FP6 projects. • Combine researchers that analyse current policy needs and link them in innovative ways to those who maintain and develop IA tools; • Develop a roadmap towards a virtual centre of excellence on IA, that can operate as the durable hub of existing academic and practitioner networks relevant to the themes of the NoE; • Maintain the flexibility to support ‘real life’ IA processes, informed by a structured dialogue with the IA user community; • Develop a business plan to ensure durable operation, scientific credibility and efficient usability of the shared toolbox, also in the post-project period. Resulting in: • A shared toolbox: a durable and flexible infrastructure to support IA with improved tools; • A continuously updated shared research agenda; • Capacity building and training component
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 Fifth Framework proposal on 'Management of sustainable revitalising urban industrial sites'.

assistant: **Innovation**

Within cities there are many smaller industrial sites surrounded by residential areas. These sites are often associated with a multitude of problems: out-dated infrastructure, non-compliance with environmental regulations, etc. The central hypothesis for this project is that the socio-economic development of cities needs a balanced supply of economic activities; local authorities are lacking tools and experience for an integrated strategy to redevelop these sites. For a vital economically robust city it is important that residents can live and work agreeably in their city. Municipal authorities are becoming aware of the importance of an integrated policy for environment and planning, economical and social aspects. The inner city industrial sites can potentially provide balanced economic activities The main objectives are to improve decision making with regard to economic activities within the urban and regional context; to provide authorities with knowledge and tools to create a new partnership with industry and public, based on awareness and openness to dialogue.
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 'Embodied AI/Robotics Applications for a Safe, Human-oriented Industry' (EARASHI).

assistant: **Concept**

Despite a decrease since the 90s, 3.1M non-fatal accidents still happen at work, with at least four days of absence from work, and around 3 300 fatal accidents in the EU-27. These work-related accidents and illnesses cost the EU economy 460 b€ in 2019, i.e., 3.3% of GDP annually. Production machines are one of the accident causes. In France, 10 to 15% of accidents at work are related to their use, leading to working day lost equivalent to a company of 15000 people that do not work for a whole year.In 2021 the EC proposed a new strategic framework for Health and Safety at Work (HSW) to protect health (incl. mental) and safety of its 170 million workers and achieve sustained decent working conditions for all workers, especially in the new world of work brought about by the digital transitions and industry 5.0. Digital transition is driven by the introduction of robots, AI and remote work that reduce the risks of dangerous tasks and increases productivity. But cognitive overload, digital fatigue, mental exhaustion and various forms of ‘techno-stress’ are also increasing and shall be tackled to ensure HSW. EARASHI will support Start-ups and SMEs in the uptake of advanced digital eco-responsible technologies (in particular AI, data and robotics) to help workers in their daily activities and improve their working conditions (safety, health and well-being) leading to productivity increase. Through open calls, 10 beneficiaries will access to leading edge technologies and test facilities from RTOs and industrial partners, business support, mentoring by industrial pairs, support in Ethics, system integration and user acceptance. Selected projects will focus on improving work conditions and worker trust and acceptance of collaborative embodied AI in robotic systems for the product
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 Fifth Framework proposal on 'Excited states of molecules adsorbed on metal clusters'.

assistant: **Innovation**

Over the preceding five years the applicant and his research group have developed a new version of their Table-Direct-CI program package which enables the calculation of potential energy surfaces (PES) and other properties of ground and excited electronic states of molecules adsorbed on metal surfaces. Outer layers of the meta surface are simulated by means of the embedding technique developed by Whitten and Yang for cluster sizes of 50-100 atoms. The new program system is compatible with the atomic orbital integral and core potential routines of the latter group. This software will be transferred to the host group with the objective of streamlining the computational procedures to maximize the efficiency and range of applications for its use. To this end detailed MRD-CI calculations are planned for the technologically interesting case of formaldehyde H_2CO adsorbed on a Ag(111) surface. First, the equilibrium geometries need to be determined in ground and key excited states and excitation and vibrational energies calculated for comparison with the analogous results for isolated formaldehyde. Then dissociation pathways will be considered which lead to H, HCO, O and CO fragments, again in both ground and excited states. Experimentally there has been an indication that polymerization on the metal surface occurs when HCO radicals react with other H_2CO molecules, and it is expected that the proposed calculations will be able to offer new insight into the feasibility of such processes. Excitation into the vacant PI* orbital is also thought to be involved in various photochemical reactions of this system and this mechanism should also be clarified as a result of the proposed calculations. The main objective of the transfer is to allow the host group to become familiar with th
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 'The role of endoglin in the cellular responses to tgf-beta', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

Endoglin is a homodimeric membrane glycoprotein, highly expressed in endothelial cells and macrophages, and with capacity to bind transforming growth factor-Beta (TGF-Beta). Endoglin is a component of the membrane TGF-Beta receptor system, although its specific role in the TGF-Beta induced cellular responses is not known. To study the functional role, we will analyze the TGF-Beta responses of stable transfectants in human U-937 cells expressing two different endoglin isoforms (L-endoglin and S-endoglin) with distinct cytoplasmic tails. U-937 cells are responsive to TGF-Beta, as previously studied in our laboratory, and we will analyze the cellular proliferation, migration, aggregation, fibro- nectin synthesis, upregulation of membrane adhesion molecules, levels of c-myc, c-fos and c-jun mRNA, as well as the TGF-Beta binding capacity of the different membrane receptors.