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 'Wage Dynamics, Sorting Patterns in Labour Markets and Policy Evaluation' (WASP) targeting Seventh Framework.

assistant: **Abstract**

WASP is aimed at developing realistic empirical equilibrium search models of the labour market, with heterogeneous agents and long-term self-enforcing contracts, that• Can help better understand rent sharing mechanisms in labour markets, • Allow for multiple sources of productivity dynamics, including deterministic human capital accumulation and idiosyncratic productivity shocks, • Do not rule out sorting by assumption, nor the possibility of mismatch – as in perfectly competitive Beckerian marriage models, • Can fit linked employer-employee data in all three dimensions: across workers, firms and time, • Can be used for policy evaluation.These research questions will be addressed within six different sub-projects:1.Understanding tenure effects. Human capital accumulation and productivity shocks are introduced in a search-matching framework to explain the difference between tenure and experience effects.2.Employment protection policies, wage dynamics and sorting. A search-matching model with productivity shocks is estimated on worker data and used to discuss the optimal design of employment protection policies.3.Large firms, sorting and linked employer-employee data. Firms post more than one job offer. The model permits the use of linked employer-employee data for estimation.4.Risk-aversion, savings and risk sharing. Risk-averse workers, subject to productivity shocks, are matched with risk-neutral employers. The model is used to measure the relative importance of self-insurance vis-à-vis insurance provided by the employer.5.Unemployment, wage inequality and business cycle. Allowing for aggregate productivity shocks in a search-matching model with worker heterogeneity can explain the unemployment volatility puzzle and the effect of business cycles on the wage distributio
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 'Coordination Action for the early implementation of the Joint Programming Initiative (JPI) 'More Years – Better Lives – the Challenges and Opportunities of Demographic Change'' (JPI), addressing dissemination and exploitation.

assistant: **Impact**

J-AGE, the Coordination Action for the early implementation of the Joint Programming Initiative (JPI) 'More Years – Better Lives – the Challenges and Opportunities of Demographic Change', will support and foster the overall management of the JPI, the development of the Strategic Research Agenda and its implementation through joint activities between Member States, the mapping of relevant national programmes and a complementary foresight activity. Furthermore, the work plan will include dissemination and information exchange with scientific and societal stakeholders, policy makers and research funders as well as an evaluation and monitoring exercise. Ultimately, the project and the JPI seek to strengthen the base of multi-disciplinary and holistic ageing research in Europe and to provide scientific evidence for policy responses to demographic change.
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 2020 proposal for the project 'Eco-innovative and fully integrated microbial rapid monitoring system - PROTECTING shelf life, food safety and quality throughout the DAIRY supply chain, from farm to fork.'.

assistant: **Objectives**

GreenLight® is a ground-breaking new instrument / kit consumable platform to measure microbiological contamination, developed by international experts in the field of fluorescent oxygen sensing technology. This easy to use, reagent-free detection system is so sensitive, that a single bacteria cell can be measured in hours; rather than days using current agar plate methods. GreenLight® is the first system to market that can be used end to end through the supply chain (from farm to fork). The unique sensor chemistry in the APCheck™ sensor vial, which is the core consumable of every GreenLight® assay, allows contamination to be detected in any food or beverage product. The PROTECTDAIRY-F2F innovation business solution, leverages an existing international distribution network to realise €14m / 5 year new vial sales from launch in the dairy microbiology testing market, and position GreenLight® for future growth targeting a 5% share of the much larger €2.5bn food and beverage testing market. To achieve these sales, we will optimise and scale vial manufacture, to ensure competitive pricing of €2.50 per test while maintaining a 40% profit margin at high volumes. We will position GreenLight® as the microbiology testing platform of choice for the dairy industry, by integrating a complete suite of approved test applications, together with real-time traceability, trend analysis, early warning and alert across the entire supply chain.


**Keywords:** Increased process efficiency, increased resource efficiency, improved shelf life, reduced waste,  improved food safety
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 'Smart Specialization Strategy Tools with Big Data' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

This project aims to develop novel scientific metrics approaches and  automated tools for the analysis and management of the European Smart Specialization Strategy.  The European Union (EU) has introduced Smart Specialization Strategy (S3) to increase the innovation and competitive potential of its member states by identifying promising economic areas for investment and specialization. While the evaluation of Smart Specialization Strategy requires measurable criteria for the comparison of rate and level of development of regional economic activities, policy makers lack efficient and viable tools for mapping promising sectors for smart specialization. To address this issue, the proposed action intends to develop automated knowledge-based management tools and planning approaches for S3. In particular, we plan to develop novel methods for measuring the competitiveness of regional industries and entrepreneurial activities in order to avoid duplication and fragmentation of innovation effort in EU and to help European regions identify a niche market of specialization in a global value chain. The research will also develop big data foresight tools for testing and evaluating new firm business concepts and assessing patent values based on weak signals of technological changes. In this way, we aim to examine which European regions in which sectors produce radical and disruptive innovations and in which areas they show potential of future specialization. Moreover, we will study the effect of local knowledge resources on generating radical and disruptive business opportunities. To summarize, the project identifies and addresses major gaps in smart specialization research and provides new tools for this strategic field of research.
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 'Large Deviations in Random Matrix Theory', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Large deviations theory develops the art of estimating the probability of rare events. The classical theory concentrates on the study of the probability of deviating from the behavior predicted by the  law of large numbers, namely the probability that the empirical mean of independent variables differs from its expectation. Such a classical framework does not apply in random matrix theory where one deals  with complicated functions of independent variables or strongly interacting random variables, for instance the eigenvalues of a matrix with independent entries. During the last twenty years, important advances allowed to analyze large deviations  for a few specific models of random matrices,  but a full understanding of these questions  is still missing. The object of this project is to develop such a theory. Two notable examples motivate this project. The first is to understand how the distribution  of the entries of a  random matrix affects the probability of the rare events of its spectrum  as its dimension  goes to infinity. The second is to prove in great generality the convergence of matrix integrals and Voiculescu's microstates entropy, as well as analyze their limit. The impact of this project would go beyond probability and operator algebra as it would apply to other fields such as theoretical physics, statistics and statistical learning.
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 'Developing a highresolution Water Balance Model for Africa' under Horizon Europe.

assistant: **Concept**

Freshwater availability at and near the Earth’s surface is essential for sustaining human societies and ecosystems. However, predicting how water resources will evolve under the variable spatial and temporal patterns of global climate change remains a significant challenge. This challenge is further exacerbated by increasing human pressures on water resources due to population growth and economic development. The situation is particularly dire in regions already facing water scarcity, limited water management infrastructure, and insufficient data—such as much of the African continent, home to approximately 1.5 billion people and many of the world’s least developed countries.A critical aspect of this challenge is our limited understanding of how climatic and anthropogenic forces translate into changes in freshwater fluxes and storage. These responses in the hydrological cycle are generally nonlinear and nonlocal, varying across different timescales. Accurately capturing these dynamics requires a modeling approach that includes all main fluxes and stores across the landscape. Unfortunately, large-scale hydrological models often fail to faithfully represent these processes.To address this, I propose the development of a state-of-the-art, parsimonious hydrological model at the continental scale for Africa. This high-resolution (1 km) model will accurately represent the influence of climate on all hydrological components, enabling analysis at relevant spatial and temporal scales. By improving our understanding of groundwater-surface water interactions and their impact on water availability, the model will support analyses of future climate and water demand scenarios. These insights can be translated into actionable plans and policies to adapt to and mitigate the impacts of e
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 'Democratic institutions for a large european union (DEMINST4LARGEEU)'.

assistant: **Innovation**

The main goal is to organize an academic workshop to discuss the future institutions and institutional model of the European Union (EU) in the perspective of new enlargements of its member-states. The -three day- workshop should take place in the fall of 2000 at the EUI and gather leading political scientists and economists. The aim is to provide a theoretically sound reassessment of some of the institutional challenges faced by a large EU. An academic complement to the next Inter Governmental Conference. Topics to be discussed include: how to best delegate different policies to different government tiers and EU institutions; setting checks and balances across EU institutions; defining effective and stable decision rules (e.g., in the Council); territorial representation, the electoral system and the party system of the European Parliament; integration of disparate political and economic systems with the EU enlargement.
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 'Mediating 'what/where' information in cortex by multiple-range neuronal interactions' (1998-2002) under Fifth Framework.

assistant: **Objectives**

Recent studies have explored the advantages brought by lamination, in the cortex, to the ability of neuronal populations to code distinct features in sensory stimuli. In fact, the results of extensive simulations suggest that the emergence of cortical layers favours the analysis of two independent attributes of an object, its identity (what) and its position (where). Yet, an analytical treatment yielding a more precise characterization of these advantages in terms of the model parameters is still lacking. A separate study, by the applicant, has shown that the information carried by a population of N neurons with respect to a set of continuous+ discrete stimuli can be evaluated analytically, at least in the limit case of large noise. Moreover, studies by the proposed host group have shown that the competition between short and long range interactions in attractor network models leads to a deformation of the phase diagram, novel phases and other effects. The plan is to combine these approaches, aiming at the analytical evaluation of the information carried by the output stage of a layered network, in the presence of competing short and long-range interactions, with respect to continuous discrete stimuli. This analysis will help to clarify the functional role of cortical lamination, while leading to a deeper understanding of the effects of competition between long and short range interactions, which has been shown to be crucial both in neural and in other biologicalsystems. The applicant will be familiarised with a range of sophisticated mathematical methods, at which the host group is expert, which complement and extend those she has mastered during her Ph.D. In addition, she will learn about the application of similar models to other biological problems, e .g. protein fo
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 'Dynamic analysis of risk in scenario-based policy definition' (DAORIS), addressing dissemination and exploitation.

assistant: **Impact**

Scenarios are used to aid policy-makers to understand possible futures and to define policies that steer an objective path to our desired future. The future is inherently characterized by varying degrees of uncertainty, complexity and fluidity. Subjectivity within scenario development is hard to avoid and can lead to biased results.It is possible to 'see through' the bias of subjectivity using dynamic decision analysis. Moreover, dynamic decision analysis can actually be more productive than a normal discussion / meeting as it is thought to accelerate idea generation, 'defuse' the process and removes the personalization of ideas. By applying a dynamic decision analysis technique we can produce a more objective and robust set of scenarios, assessing assumptions, risk and policy connectivity. This will help to produce an improved set of robust policies able to deal with future changes and reduce risk.
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 Seventh Framework proposal for the project 'Oocyte activation and human infertility: Identification and characterisation of a critical oocyte-borne receptor, and effects of laboratory procedures upon key proteins involved in oocyte activation'.

assistant: **Objectives**

Mammalian sperm activate the oocyte at fertilisation by triggering a calcium-mediated pathway via PLCζ, a sperm-specific phospholipase. PLCζ deficiency is linked to human infertility, a condition that affects 1 in 7 couples. While intra-cytoplasmic sperm injection (ICSI) can rescue many types of male infertility, 1 – 5% of cases fail due to PLCζ-deficiency. While artificial activating agents are available, such chemicals do not initiate activation in an endogenous manner. Recombinant PLCζ thus represents a safer therapeutic option. However, we do not yet know how PLCζ interacts with oocyte-based factors in order to regulate functionality. Current opinion is that an unidentified protein resides within the ooplasm upon vesicles containing the substrate for PLCζ. Identifying this factor, and optimising the manner in which oocyte activation deficiency (OAD) can be diagnosed and treated, is a key clinical remit. Of equal concern is that the host laboratory showed that clinical treatments, such as cryopreservation, can cause detrimental effect upon PLCζ in human sperm. Consequently, this proposal has two objectives: 1) identify the oocyte-factor that interacts with PLCζ via the use of protein-protein interaction technologies, and 2) evaluate the impact of clinical procedures upon gamete proteins that play a critical role during activation. Research will involve human gametes sourced from the Oxford Fertility Unit, along with murine and bovine animal models. The proposal is targeted to (a) improve our understanding of PLCζ function, (b) establish whether the oocyte-interacting protein represents a novel diagnostic marker for OAD, and (c) develop our understanding of how clinical procedures can influence proteins in human gametes. While the proposal is primarily targeted to hum
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 'Computer model derived indices for optimal patient-specific treatment selection and planning in Heart Failure' (VP2HF) targeting Seventh Framework.

assistant: **Abstract**

Heart failure (HF) is one of the major health issues in Europe affecting 6 million patients and growing substantially because of the ageing population and improving survival following myocardial infarction. The poor short to medium term prognosis of these patients means that, treatments such as cardiac re-synchronisation therapy and mitral valve repair can have substantial impact. However, these therapies, are ineffective in up to 50% of the treated patients and involve significant morbidity and substantial cost. The primary aim of VP2HF is to bring together image and data processing tools with statistical and integrated biophysical models mainly developed in previous VPH projects, into a single clinical workflow to improve therapy selection and treatment optimisation in HF. The tools will be tested and validated in 200 patients (including 50 historical datasets) across 3 clinical sites, including a prospective clinical study in 50 patients in the last year of the project. The key innovations in VP2HF that make it likely that the project results will be commercially exploited and have major clinical impact are; 1) all tools to process images and signals, and obtain the statistical and biophysical models will be integrated into one clinical software platform that can be easily and intuitively used by clinicians and tried out in the prospective clinical study and 2) by utilising a decision tree stratification approach, only the appropriate parts of the tool chain, that will add maximum value to the predictions will be used in individual patients, so that the more resource intensive parts will be used when they will add real value. We expect that the study results of substantial improved efficacy of decision making over current guidelines, and an integrated package that is