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: Compose the 'State of the Art and Innovation' section for a Seventh Framework proposal on 'Ultra-high resolution and ultra-sensitive fluorescence methods for objective sub-cellular diagnosis of early disease and disease progression in breast and prostate cancer'.

assistant: **Innovation**

The overall objective of this proposal is to develop and validate a quantitative, minimally invasive diagnostic tool for early and conclusive detection, diagnosis and monitoring of disease and disease progression of breast and prostate cancer. A methodology will be developed making use of a combination of the probably most exciting recent advances in the field of light microscopy, for fluorescence-based optical imaging of individual sample cells. It includes advances which will take the spatial resolution far beyond the fundamental limits of optical resolution, the sensitivity down to an ultimate single-molecule level, and multi-parameter detection schemes significantly increasing the fluorescence information by which these cellular images can be analysed. Apart from detecting and identifying tumour markers in the samples, tumour-specific spatio-temporal molecular distributions within the intact sample cells will be exploited. This is to date an almost unexploited dimension of diagnostic information. By combining and supporting these novel optical methods with state-of-the-art affinity molecule biotechnology, , tumor biomarkers, fluorophore chemistry, and bioinformatic validation tools, all possible means will be exploited to extract a maximum amount of information out of very small amounts of sample material. We thereby expect that an improved, early and reliable diagnosis of breast and prostate cancer will be possible, from amounts of sample material small enough that a minimally invasive procedure such as Fine-needle aspiration (FNA) can be used. In addition, by the minimally invasive FNA-based sampling, serious sampling-related side-effects, such as seeding and spread of cancer cells can be completely avoided. Given the high incidence of breast and prostate cancer,
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 'Representations of Poverty in Early Twentieth-Century Literature and Sociology' (CP20).

assistant: **Innovation**

The early twentieth century saw a major shift towards an interest in representing the experiences of the poor within British culture. This project develops an account of how this trend might be defined in relation to earlier nineteenth-century patterns, developing and scrutinising the hypothesis (founded upon Michel Foucault's analysis of neoliberalism) that heightened levels of attentiveness masked a continued commitment to productivist values, deemed by Kohei Saito, Jason Hickel, and others to be socially and environmentally harmful. Using a mixed methods approach, combining computational criticism, archival research, and theoretical analysis, this project explores evolutions in early twentieth-century representations of poverty in Britain within the domains of literature and sociology. In the first instance, a digital corpus of representations of poverty is built and analysed to quantitatively analyse this trend. In the second, archival case studies of four authors (Elizabeth Gaskell, Bronislaw Malinowski, Charles Booth, and Storm Jameson) enable a more nuanced appraisal of these findings through close reading of neglected texts. In the third, a theory is developed concerning the relationship between poverty representation and productivism in the early twentieth century, indicating that popular literature and sociology played a key but under-acknowledged role in enabling the advancement of productivist ideology. Through an extensive range of dissemination, exploitation, and communication activities - including workshops, video content, and interaction with campaign groups - an effort is made to ensure that these findings broaden the scope of current inquiries into productivism and its associated harms.


**Keywords:** English literature,  literary history,  interwar
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 'Carbon footprint of freight transport'.

assistant: **Objectives**

With foreign direct investments still on the rise and on-going globalization of production and distribution activities, supply chains are often of international nature, encompassing a wide range of various transports and handling elements. The current transport system is powered by 95% petroleum products and is accountable for about 23% of the global energy related CO2 emissions. The potential for achieving a measurable impact by improved transportation processes within supply chains on the worldwide scale is therefore huge.In the past, carbon footprint calculation obligations did not exist in the sector of transport and logistics, neither on national nor on international levels. Approaches were taken by individual organizations and corporations to develop methods, tools and databases for emission calculations. These approaches vary hugely though, and today a wide range of different methodologies and tools are applied by the various players to calculate their CO2 emissions often focusing on a specific mode of transport. Furthermore different databases are used to calculate emissions with some calculations being based on data measured by individual companies and organizations, others being based on default data provided by public sources (e.g. HBEFA, COPERT 4). Various calculation tools apply different indicators and have different application scopes, often making comparison of the results impossible. In order to analyse the efficiency and effectiveness of different supply chains however, such comparability is required: comparison on shippers’ level, on transport mode level, on shipment level, on carrier level, on product level as well as over time are needed in order to identify best practice and improvement possibilities as well as to analyse the impact of amendments t
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 'Celloop - Centrifugal Perfusion Gut-on-Chip: A Scalable, Pump-Free Platform for Predictive Drug Testing and Preclinical Innovation'.

assistant: **Concept**

This project aims to validate the Centrifugal Perfusion Gut-on-Chip (CPGoC) system, offering a low-cost, pump-free, and user-friendly alternative to existing microfluidic systems for drug absorption studies. Unlike traditional models, CPGoC uses centrifugal force to drive continuous perfusion, closely mimicking physiological fluid flow and nutrient transport in the human intestine. Thus, it eliminates the need for external pumps and tubing, reducing costs, contamination risks, and technical barriers.Our system is designed to bridge the gap between outdated static cultures and overpriced, complex microfluidic organ chips. By offering an affordable, easy-to-use, and physiologically relevant alternative, CPGoC will accelerate drug discovery, reduce development costs, and shorten development time. CPGoC has the potential to revolutionize drug testing, providing researchers with a more accessible and predictive model to improve human drug evaluation and regulatory approval processes.


**Keywords:** organ-on-a-chip, centrifugal microfluidic, drug absorption, affordable, easy-to-use
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 'Added Value for Oral Care' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

ADVOCATE brings together top principal investigators from prestigious universities, the public sector, and the private sector to address the most common diseases affecting humanity, as measured by the recent Global Burden of Disease Study. ADVOCATE strives to optimise delivery of oral health and wellbeing to the population in EU Member States. This requires a change in oral health care delivery towards prevention. The change will be achieved by developing a model that promotes a preventive rather than restorative oral health care system: The oral health care model 2020.  As the oral health care delivery system is not as overly complex as other health care systems, the oral health care model 2020 may serve as a blueprint for other health care system reforms. The development of this model requires intensive information exchange and engagement of stakeholders to establish a set of key-indicators. These indicators will be used to benchmark health care performance on practice as well as system level. Two types of evidence-based indicators will be selected: Quantitative and qualitative indicators that allow measuring and influencing of either intrinsic motivation or extrinsic motivation incentives towards a patient centred, resilient and prevention oriented oral health care system. ADVOCATE will test this model in a natural environment, and provide evidence-informed policy measures towards its implementation, both for oral health care systems as well as other health care systems.Given the comprehensiveness of the topic, ADVOCATE uses a targeted approach that is entirely focused on the five major root-causes underlying the current suboptimal performance of oral health care systems. Moreover, ADVOCATE has confirmed access to data of eight European oral health care databases; it
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 'AgreenSkills+' (AGREENSKILLSPLUS).

assistant: **Concept**

Further to the high interest and response to the AgreenSkills programme launched in 2012, INRA and Agreenium have decided to set up a ‘phased-in’ 5 years follow-up programme ‘AgreenSkills+’. The overall goal of the AgreenSkills international mobility programme is to increase the research potential (and thus career prospective) of researchers in the field of Agriculture, Environment and Nutrition so as to better respond to the challenges of food security and global change.AgreenSkills+ offers a wider scope of eligibility and a greater number of fellowships for basic and applied research projects as a means of both responding to the demand and to fulfilling the long-term ambitions of the partner organisations:- 200 fellow years of which 28% outgoing and 72% incoming over the 5 years. The capacity of outgoing mobility will be significantly increased from 14 to 28 fellows.-Fellowships for more experienced researchers (up to 10 years post PhD) than the current programme.-Extending fellowships to up to 3 years for incoming fellows.-Wider opportunities thanks to the larger number of Agreenium partners acting as hosting institutions (9 as oppose to 6 currently)-Partnerships with non-national institutions to stimulate mobility and set-up long-term twinning/exchange programmes with these institutions.-Individualised career development support and training (via the AgreenSkills Pass).The AgreenSkills+ programme will be ‘phased in’ for the 1st year so that there is no eligibility or funding overlap with the current programme. The further calls of the AgreenSkills+ programme will cover the full range of eligibility criteria. There will be a seamless continuity to the AgreenSkills+ programme from an evaluation, management and hosting capacity perspective. AgreenSkills+ as its predece
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 'UNDERSTANDING AND IMPROVING SOCIAL INCLUSION IN INDIAN PRIVATE SCHOOLS', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Social and economic stratification of schools can hurt both the equity and effectiveness of education systems. These concerns are exacerbated in settings where private schools account for a significant share of enrolment, as is the case in India - where nearly half the population attends a fee-charging private school. The EDINCLUSION project proposes an ambitious research agenda focused on understanding and improving school integration in India - which is the world’s largest school system, and also among the most unequal. The agenda focuses on studying and improving the impact of India’s landmark school integration policy, under the Right to Education Act 2009, which mandates that 25% of places in private schools should be reserved for students from disadvantaged economic and caste backgrounds (with the government reimbursing fees). This is likely the world’s largest-ever school integration initiative, affecting several times as many children as school desegregation initiatives in the US in the 1960s.  Yet, despite its importance, there is remarkably little research on either the impact of this policy or on ways to improve its effectiveness.The proposal features three work packages to address these gaps: (a) an assessment of effects on current beneficiaries, identified using the lottery-based allocation of seats in oversubscribed schools, (b) identifying approaches to encourage applications from poorer eligible students, evaluated through two multi-armed randomized control trials, and (c) a systematic understanding of private school markets using innovative survey design methods, panel data and exogenous policy-induced variation for identification. The results of this research program will generate ground-breaking evidence on (i) the effectiveness of this large school i
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 'Natural History Museum' (1994-1998).

assistant: **Innovation**

BIORESOURCE: Large Scale Facility at the Natural History Museum (NHM)CollectionsThe collections of over 68 million natural history specimens (including 800,000 Type Specimens), a world-class natural history library of over a million volumes and a rapidly developing Museum-wide Collection Database utilising the newly-released engine Informix Universal Server. Informix enhances accessibility of the Collections and maximises the potential for collections-based research into biodiversity. ResearchWell-established Research Themes provide an operational axis for visiting Users which serve to focus biodiversity-related activity into five key areas, namely: Systematics and Evolution; Biomedical Sciences; Environmental Quality; Faunas and Floras; and Ecological Patterns and Processes. Analytical FacilitiesState-of-the-art specimen preparation, rearing and study facilities including: the Analysis and Imaging Facility - offering first rate chemical analysis and microscopy; the Molecular Biology Unit - offering the latest technology for DNA study to facilitate phylogenetic research; the Palaeontology Conservation Unit which is unique in Europe and undertakes remedial treatment on fossils enabling further research, plus: invertebrate and mammalian rearing rooms, parasite culture and vector infection rooms which support the biomedical research plus a GIS Unit which assists in biodiversity assessment and conservation management planning. StaffInternationally-renowned taxonomic and systematic skill base of more than 320 staff (including externally-funded researchers) who can accommodate visiting Users within their established research teams in order to maximise both training opportunities and the development of collaborative research initiatives. AssociatesIn order to maximise the rang
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 'Guiding Physical Security by Proofs', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Traditionally, cryptography views cryptographic schemes as black-boxes. An adversary may have access to its inputs and outputs, but the internal computation within the box stays secret. Unfortunately, many real-world attacks have illustrated that the black-box model is overly optimistic. So-called side-channel attacks exploit the physical nature of cryptographic implementations and break security by, e.g., measuring the device's power consumption, its running time, or by inducing faults into the computation. This fundamental gap between black-box security analysis and physical reality has inspired a large body of recent work on leakage resilient cryptography.While results on the theory of leakage resilient cryptography certainly show that weakening the black-box assumption is possible, prominent criticism has been raised arguing that security proofs in these models say little about the actual security against relevant side-channel attacks. Hence, they are only of very limited use to guide cryptographic engineers when designing secure cryptographic implementations. Important shortcomings of the current-state-of-the-art range from fundamental issues with the current modeling approach to the fact that proposed schemes are too inefficient or neglect implementation details.The goal of this project is to resolve these shortcomings and develop a sound theory for physical security based on the proof-driven design approach. To take the next step towards a proof-driven design approach for physical security, we will work on three main objectives: (1) Better models and constructions for masking schemes, (2) better designs for leakage resilient symmetric cryptography, and (3) the development of a computer-aided physical security analysis.
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 'A European initiative in advanced methods for disease mapping and risk assessment' (1994-1998).

assistant: **Innovation**

To provide a review of current geographical information systems in use in member statesTo review available methods for assessment of geographical variations in diseaseTo assess via European-wide applications the most appropriate mapping methodsTo establish a European-wide database of the distribution of diseases related to sources of health hazard and to evaluate in conjunction with 1) 2) 3) above, the best methods of analysis of such data.(i) Geographical Mapping of diseasesGiven the wide range of methods available in this area, there is now some need for a comparative evaluation of methods. We proposed the following stages in evaluation of mapping tools:Stages in Mapping evaluationa) detailed review of current methods including simple smoothing and bayesian models and their use in EU countriesb) common implementation of the main methods in each classc) test evaluation of methods on known map data, using misclassification rates and residual diagnostic methodsd) pooling of data from European sites and comparative analysis of mapping exercises between current methods and best" methods found in (c)(ii) The mapping of "environmentally-sensitive" diseases and the assessment of sources of health hazardGiven the wide range of methods available in this area, and the wide range of possible diseases related to health hazards it is proposed that the project be focused on the following stages:Stages in Putative Hazard Source Evaluation1) review of appropriate analysis tools for putative sources2) evaluate types of sources and initiate collection and mapping of sources and disease distribution3) development and testing of new methods across the EU"
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 'Households, work and flexibility' (HWF), addressing dissemination and exploitation.

assistant: **Impact**

A study of the impact of the flexibility of employment on the integration of home and work in different parts of Europe. Based upon a survey of 2000 households in 10 countries, the research aims to understand the relationship between home and work according to gender, generation and socio-economic group. The survey will be set within the differing institutional and policy contexts in Europe as well as the cultural configurations around which home and family are organised. Contrasts between post-communist Southern and Central European countries and Western Europe are a particular focus of the analysis because of the particular traditions of work and family in these different contexts.