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 clear, measurable objectives and define the scope for the project 'Towards a flexible software-defined network ecosystem' (ENDEAVOUR) under Horizon 2020.

assistant: **Objectives**

The focus of the project is to enable added-value services to be provided thanks to SDN, on top of Internet Exchange Points and other network interconnnection fabrics. The services would relate not only to the flexibility of the interconnection fabric, but most importantly to enable the content and data centre ecosystem that is present at the interconnection fabric to collaborate. The ultimate goal is to create a service marketplace on top of the ecosystem composed of Cloud/data centers, networked applications, and the interconnection fabric.


**Keywords:** Internet Exchange Point, Software-defined Networking
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 'Detection and Global Risk Assessment of Coastal Transitional Climate and Neo-climate Regions in a Warming World' to be submitted under Horizon Europe.

assistant: **Abstract**

The most recent report of the IPCC-AR6 indicates that coastal areas are at risk under the climate emergency that the planet faces, and now more than ever, adaptation is an urgent need. Although remarkable efforts have been made to quantify future changes in the primary climate-related drivers of coastal flooding and erosion risk (waves, sea level rise, and storm surges), these are not yet fully understood. Due to the displacement poleward of Tropical and Extratropical Cyclones in a changing climate, the ocean waves and total sea levels that they induce could hit regions they did not affect before. For the purposes of this proposal, these new regions that will be exposed to new weather conditions are called Transitional Climate Regions (TCR) and Neo-Climate Regions (NCR). Even though these transitional climate regions have been highlighted as critical for ecosystem conservation, they are far from being identified and not even close to becoming part of the coastal risk agenda. This project aims to detect TCR and NCR in the projected scenario SSP5-8.5, by proposing a probabilistic framework of waves and total sea level, under prevailing and extreme conditions (extratropical and tropical cyclones) in coastal areas. These regions are prioritized under socioeconomic and ecological criteria for establishing recommendations. The project, instead of proposing new datasets, proposes a cutting-edge spatiotemporal exploration of coastal hazards by using Machine Learning approaches and a new mindset for climate risk. Once climate and exposure regions are identified, the developing guidelines for coastal risk assessment in these areas will be established.


**Keywords:** Tropical Cyclones, Extratroplical Cylcones, Coastal Hazards, ocean waves, storm surge, total water level
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 'Smart tools for Prediction and Improvement of Crop Yield' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

The aim of this project is to develop a suite of tools for molecular breeding of crop plants for sustainable and competitive agriculture. The tools help the breeder in predicting phenotypic response of genotypes for complex traits under a range of environmental conditions. Pepper will be used as a model crop. The idea is to use a crop growth model as a tool to predict the phenotypic response of a genotype under different environmental conditions and to use genetic markers in the QTL regions to estimate the genotype specific model parameters. We will adapt an existing growth model to cope with genotype specific information. Specific QTL-analysis methods will be developed as a tool to find the corresponding QTL for the crop growth parameters. QTL can be used directly in marker assisted breeding, but it would be more interesting to find the genes in the QTL region, which account for the genotypic differences of the model parameters. These genes will help to unravel the genetic basis of complex traits such as yield. In this project two approaches will be used to find these genes: candidate gene finding, using known genes from other species, and differential gene expression. Molecular breeding will not completely replace large scale phenotyping. Hence, automated and fast high-throughput tools to reduce the amount of manual labour necessary in phenotyping experiments are called for. In this project an image analysis tool and a fluorescence tool will be developed to measure large numbers of phenotypic traits automatically. In the last year of the project a validation experiment will be conducted to show the potential use of the total concept developed in this study and the potential impact of every single tool or technique. Dissemination of results to plant breeding industry 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 'Expected Impact' section for the project 'Recyclable Elastomeric Plastics safely and sUstainably designed and produced via enzymatic Recycling of Post-cOnsumer waSte strEams' (REPurpose), addressing dissemination and exploitation.

assistant: **Impact**

In the REPurpose project, local, post-consumer waste is upcycled to new functional ""REP polymers"" targeting the high-value market of thermoplastic elastomers that nowadays encounter recycling problems. New building blocks derived from biomass or enzymatically degraded polyolefin or paper and cardboard waste will be incorporated giving the REP polymers unique features: i) tuneable elastomeric properties avoiding the need for additives, ii) production, processing and recycling on existing equipment thus avoiding the need for huge CAPEX investments, iii) controllable degradation in different habitats, and iv) unprecedented indefinite recycling, outcompeting fossil carbon with every recycling step. REPurpose’s X-factor hence lies in the non-fossil content steering REP to higher value than the original plastic waste fractions: the first biodegradable and recyclable elastomeric polycondensates in the world. Combining the functional strength with the leverage in ecology in higher-end applications, will create a considerable market traction when good marketing, production and servicing are surrounding this innovative REPurpose platform. To enable this development, the REPurpose consortium is spanning the value chain from i) waste handler, recyclers and regulatory framework advocates over ii) specialty bio- or waste-based building block producers, iii) technology developers for REP polymerisation, processing and detection, to iv) end users for consumer goods, automotive and building and construction, all advised by experts in safety- and sustainability-by-design, life cycle assessment, business modelling and Responsible Research and Innovation. Four universities and research centres, a non-profit organisation, six SMEs (including two start-ups) from seven EU countries and the
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 'Intelligent actuation and measurements-pilot'.

assistant: **Objectives**

IAM-Pilot is an action aiming to achieve European availability of a permanent industrial platform for IAM (Intelligent Actuation and Measurement). The pilot is designed and built to support progress towards IAM industrialisation by providing a real-life evolving demonstration of the state-of-the-art in IAM user requirements and market offerings, as well as the additional support for the user requirements which remain to be developed.The work on IAM made available through ESPRIT projects DIAS, PRIAM, and EIAMUG (PRIAM User Group) defines the basic practical concepts, the extended user requirements and the functional architecture of 'IAM as users need it'. Above all, it shows IAM potential to achieve real benefits for the several phases of the life cycle of distributed systems and plant control in support of the operation, maintenance, on site trouble shooting and technical management (CMM) in Plant Automation. Returns of experience from EIAMUG have made clear that this new IAM can meet user needs for the main industrial sectors in Europe. Another result of the EIAMUG is the recognition of IAM and CMM by European Industry and by several Function blocks and Fieldbus related IEC and CENELEC Standardisation Committees who are requesting assistance to understand and use IAM 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: Write clear, measurable objectives and define the scope for the project 'Techniques and procedures for the functional analysis of wetland ecosystems (TECWET)' (TECWET) under Fifth Framework.

assistant: **Objectives**

TecWet aims to exploit the results of previous EC-funded projects, in order to produce wetland management publications that are accessible to the intended user organisations and will support the implementation of European Directives that relate to wetlands. The published results arising from these projects have not been capitalised upon by the intended user groups, because they were not written at an appropriate level of detail to explain and demonstrate the projects' results to enable a user agency to apply these results to wetlands within their jurisdiction. The two publications which are the expected results of this proposed accompanying measure would address this information transfer problem. They would provide a conceptual framework for evaluating the functioning of river marginal wetlands and approaches and techniques for the study of wetland functioning.
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 'Interaction in coastal waters: A roadmap to sustainable integration of aquaculture and fisheries' under Seventh Framework.

assistant: **Concept**

Coastal areas are subject to an increase in competing activities and protection (Natura 2000, Marine Strategy Directive) and are a source of potential conflict for space allocation. COEXIST is a broad, multidisciplinary approach to evaluate these interactions with the ultimate goal to provide a roadmap to better integration, sustainability and synergies among different activities in the coastal zone. 1. The project will study the interactions between capture fisheries and aquaculture and evaluate mutual benefits and possible bottlenecks for concomitant development of these activities in the coastal zone within the context of the ecosystem approach to management. 2. It will propose, develop and evaluate the efficiency of spatial management tools (zoning, closed areas, etc) to promote different forms of coastal aquaculture and fisheries at different scales (e.g. local, regional) and it will exploit mutual opportunities (e.g. artificial reefs, protected areas, wind farms, tourism etc) within a context of competition for space by multiple users. 3. The project will address differences in acceptance of activities (fisheries, aquaculture, and other use of the coastal zone) by the society. 4. A detailed strategy for communication and involvement of stakeholders and for dissemination of results to general and targeted audiences is integrated in the project. By these actions, the project will support the new European Maritime Policy and spatial planning of coastal areas. Case studies, supported by national projects will be used to provide data for further analysis through the integrated work packages This will include detailed comparative analyses and integrated models for the regional seas, as well as a synthesis on the European scale. COEXIST will address interactions on a 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 the concept and methodology overview for 'Inequality - Public Policy and Political Economy' under Horizon 2020.

assistant: **Concept**

Over the past decades, many developed countries have seen considerable increases in income and wealth inequality. Political and economic arguments for and against offsetting this rise in inequality have been put forward. This research program aims at informing this debate by developing new models that capture these trends and by analyzing their optimal policy implications, both theoretically and quantitatively. The goal is to bring together approaches from public economics, labor economics, macroeconomics, and political economy to explore whether rising inequality necessitates institutional responses and, if so, which ones. This project will shed light on this question from the following three related angles: (1) The changing nature of labor markets and its implications for inequality and tax policy. This part will focus on technological progress (e.g. the replacement of routine tasks) and shifts in the sectoral composition of the economy (e.g. the rise of finance) and what this means for the taxation of labor incomes, profits, and the desirability of basic income policies. (2) The intergenerational dynamics of inequality and the design of tax and public spending policies to promote economic mobility. We will develop a normative framework for optimal policies that balance both equality of opportunity principles and efficient parental sorting based on preference heterogeneity over public spending (e.g. on schools). (3) Wealth inequality and its implications for the political economy of tax policy. This part will incorporate capital taxation into the analysis and explore how it can help promote political stability, both when equilibrium taxes depend on the distribution of wealth in society and, conversely, when political influence correlates with wealth. This research 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: Explain how 'Disruptive Artificial Intelligence engine to facilitate rapid low cost development of specialist e-health applications for smart decision making in medical pre-diagnosis' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

10-15% of all medical cases in developed countries are misdiagnosed, mainly due to medical practitioners’ lack of experience, limited time for diagnosis and rarity of the conditions. Furthermore, there is an increasing global shortage of healthcare workers. WHO recommends at least 2.3 health workers per 1000 people, unfortunately yet some countries have 0.05 per 1000 people. To address this need, Infermedica has developed a medical diagnostic framework AI-medicare which for the first time provides a complete toolset for 3rd party developers of medical apps and services to build advanced clinical decision support systems. Our solution enables digital health developers to achieve at low cost and short time what currently takes months, saving thousands of lives and public money. To do so, co-founders rely on their cooperation with professional partners, medical experts, and VCs. Today there are just a few companies which try to develop diagnostic engines to improve clinical decision-making. However, they do it without meaningful disruption of current medical practices, and they do not share their AI engines. For that, Al-medicare open medical platform is particularly attractive for IT companies building healthcare products or services for patients and providers like research institutions, EHR platform providers, start-ups and individual developers. To fully commercialize this EU-based technology, a comprehensive business model was proposed. Future growth will be driven by B2B model based on the license. In Phase 1, we will conduct global market studies of the digital health market, develop an innovation management strategy and identify and engage development and demonstration partners. In Phase 2, we will significantly expand and refine the medical knowledge base which is
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 'Craft work: Understanding the relationship between identity and work in the context of the future of work' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The CRAFTWORK project is a multi-methodological, pan-European study that explores the relationship between identity and work in the context of the ‘new forms of work’ of the digital era. To do so, it focuses on the lived experiences, cultures and practices of ‘neo-craft’ work across different sectors and geographical contexts in the EU. The project investigates the subjectivities and pathways to work of ‘neo-craft’ workers, their perception of class location and their cultural conceptions of social status. At the same time, it questions the distribution of ‘neo-craft’ work across the urban-rural divide, and the role of social media in this context. The overarching goal of the CRAFTWORK project is to produce a new interpretative framework to understand the relationship between identity and work, that allows to account for the specificities of the ‘new forms of work’. Conceived as such, the project will significantly innovate and empower the critical study of the ‘new forms of work’ across different disciplines and research areas, and contribute to address the major societal challenge of the ‘future of work’. The project is ground-breaking for three reasons: a) empirically, it is the first comprehensive inquiry on ‘neo-craft’ work, currently hidden in existing data, in the EU area; b) methodologically, it experiments an innovative combination of digital methods and qualitative research for the study of work; c) theoretically, it aspires to provide a rethinking of the interpretative categories for the study of the relationship between identity and work in the context of a society transitioning out of the industrial era and into a fragmented scenario, whereby old and new forms of work coexist.


**Keywords:** New forms of work, identity, subjectivity, craft work, neo-artisa
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 'How climate change affect the “weakest links” of animal tolerance?' under Seventh Framework.

assistant: **Concept**

The rapid variation of global climate occurring in the last decades together with the consequential effect on the whole life forms has originate an accurate multidisciplinary exploration on the cause, the status and the potential relapse of these environmental alteration. A central goal in exploring the consequences of global climate change is to accurately predict the alteration of thermal stresses on organisms together with the subsequent modification of animal distribution and populations/species diversity. The aim of the present project is to investigate the physiological tolerance and the adaptative flexibility of two marine model organisms in order to forecast and test the animal resilience to the effect of global climate change. The hypothesis consider that the species tolerance range could be narrower in particular selective stages and distribution, the “weakest links”, as at the edges of geographical distribution or in gametes and early ontogenetic stages. The physiological analyses will be addressed to successive hierarchical levels from molecular to cellular to organismic, in order to achieve the broader possible scenario. The researches will be focused on different aspects of respiratory, circulatory and metabolic physiology, on the temperature kinetics and the thermodynamics of selected enzymes, on the modification of protein expressions, and on the metabolic performances of sperm and eggs. This information then will be used, alone and in combination with data from the literature, to test models of global climate change and its relevant effect on marine populations in different thermal and geographical regions. All the results will finally converge into a theoretical evaluation providing further indications on the climate change influences on ecosystems.