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: Explain how 'School-community Partnership for Reversing Inequality and Exclusion: Transformative Practices of Segregated Schools' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The emerging European context is to a large extent characterized by widening and deepening inequalities, the crisis of democracy, and the disintegration of communities. It is especially the case in the Central-Eastern European semiperipheral, post-socialist context, where there is a growing tendency of rearticulating authoritarian, nationalist, neoconservative discourses. This „retrotopia” is conducive to the hegemonic production of an imaginary social homogeneity, which consequently stirs up reactionary xenophobia, fear, and hatred through the construction of external intruders (e.g. the migrant) and enemies within (e.g. the Roma). Since the leitmotif of this programme is primarily educational, the proposed action targets such (imaginary, symbolic, and real) walls of exclusion which are intended to segregate children (based on class, ethnicity, gender, etc.), which are meant to divide and alienate the local communities to which those children nonetheless belong, thus actively (re)producing inequalities. In contrast to the power-relations of exclusion, the culture of silence, and the reproduction of unjust structures, the project aims to foster and promote pedagogical relations of inclusion, a culture of dialogue, and the transformation of unjust structures through education. Running in parallel to the research and innovation actions the central objectives of the proposed action are (1) to support and coordinate community schools (as being central to the constitution and maintenance of cohesive local communities) and their respective communities of practice, and (2) to create a place and culture of sharing (knowledge, praxis, solidarity) between such communities by initiating and coordinating the convergence and synergies of local, regional and transnational communities
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 'Quantifying Aerobic Methane Oxidation in the Ocean: Calibration and palaeo application of a novel proxy' in the context of a Seventh Framework call.

assistant: **Objectives**

Methane, a key greenhouse gas, is cycled by microorganisms via two pathways, aerobically and anaerobically. Research on themarine methane cycle has mainly concentrated on anaerobic processes. Recent biomarker work has provided compellingevidence that aerobic methane oxidation (AMO) can play a more significant role in cycling methane emitted from sediments thanpreviously considered. AMO, however, is not well studied requiring novel proxies that can be applied to the sedimentary record. Agroup of complex lipids biosynthesised by aerobic methanotrophs known as aminobacteriohopanepolyols represent an ideal targetfor developing such poxies. Recently BHPs have been identified in a wide range of modern and recent environments including acontinuous record from the Congo deep sea fan spanning the last 1.2 million years.In this integrated study, the regulation and expression of BHP will be investigated and calibrated against environmental variablesincluding temperature, pH, salinity and, most importantly, methane concentrations. The work program has three complementarystrands. (1) Pure culture and sedimentary microcosm experiments providing an approximation to natural conditions. (2) Calibrationof BHP signatures in natural marine settings (e.g. cold seeps, mud volcanoes, pockmarks) against measured methane gradients.(3) Application of this novel approach to the marine sedimentary record to approximate methane fluxes in the past, explore the ageand bathymetric limits of this novel molecular proxy, and identify and potentially 14C date palaeo-pockmarks structures. Crucial tothe success is also the refinement of the analytical protocols to improve both accuracy and sensitivity, using a more sensitiveanalytical instrument (triple-quadrupole mass spectrometer).
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 'Originating Retrofits Financing for Energy Efficiency'.

assistant: **Objectives**

This project aims to structure a shared resource platform for third-party financing companies (Sociétés de Tiers-Financement - STF): the Office of Renovations and Financings for Energy Efficiency (ORFEE).The ORFEE will be a resource center to consolidate the business model of STFs: to pool their developments and coordinate their operational processes, to reduce their costs, to centralize findings and better disseminate them, etc.ORFEE aims to define a corpus of conformity and quality of the renovations, ranging from the orientation of households towards renovation programs adapted to their needs and energy efficiency objectives, until the completion of the works and the follow-up of consumption, as well as issuing quality guarantees for the owners. This operational guarantee would cover, in case of poor performance, the resumption of work. ORFEE should rely on best practices in Europe and North America, to structure and size the guarantee fund and to strengthen operational support to STF.It should also be based on a dialogue with banks that want to attribute energy and environmental labels to the financing of renovations.The design of ORFEE must also allow the STF to strengthen their financial structure: ORFEE will help STF to structure the dialogue they have to build with the EIB and financial investors with a view to improve their funding.Loans granted by the STF to households would be transferred without recourse to a special purpose vehicle The objective is twofold: to remove from their assets the receivables of STF on households and multi-property buildings to master the size of their balance sheet and optimize their equity, and secondly, to feed investors with securities issued by the SPV, complying with the ""GREENFIN"" label implemented in France - or other equi
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 'Validation of a functional assessment interview procedure for childhood tic disorders' (2002-2006).

assistant: **Innovation**

Tic expression is sensitive to environmental/behavioural factors. Hence, identifying exacerbating factors can be beneficial. However, the influence of any factor is highly individualized, with more studies being required for exploration of treatment addressing each patient's unique tics. The study will recruit 60 children and adolescents aged 7-15 with Chronic Tic Disorders (CTDs), including Tourette's Disorder, Chronic Motor Tic Disorder, and Chronic Vocal Tic Disorder. Each participant will be required to attend 2 separate sessions. The initial assessment will measure tic severity, comorbid disorders, and cognitive functioning, in order to establish eligibility and to measure variables related to tic reactivity. Also, each will receive a detailed Functional Assessment Interview (FAI), to identify environmental events exacerbating tics. Later, the results of each FAI will be validated by a Confirmatory Experimental Analysis (CEA), where tics are monitored during introduction and removal of factors reported on the FAI to exacerbate tics. FAI validity is limited, and improper use can worsen tics.This study, then, aims to test and develop the FAI, in order to augment effectiveness of behavioural aspects of CTD treatment. This is especially important in light of newly discovered side effects and interactions of medications. The study will take place at Schneider Children's Medical Centre of Israel, the only highly specialized care hospital in Israel and the Middle East dedicated exclusively to paediatric treatment, being open to every child irrespective of religion, race, or nationality. This is a joint project with UCLA and UWM. The study is relevant to the objectives of the Specific Programme and the Work Programme on numerous levels, promoting reintegration of a physici
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 'Infrared Nanoprobes and TissuE mimickinG tumoR shApe identificaTION' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Cancer surgery often comes down to a crucial question: where does the tumor end, and healthy tissue begin? One wrong cut can leave malignant cells behind or damage vital functions. INTEGRATION addresses this challenge by combining three cutting-edge approaches into a single preclinical platform: near-infrared-emitting nanoprobes, 3D-bioprinted brain-like models, and machine learning algorithms. By operating in the underexplored third biological transparency window (NIR-III, 1550-1850 nm), where tissue scattering is reduced and autofluorescence disappears, INTEGRATION will deliver sharper, higher-contrast images of tumor boundaries than currently possible.To validate this strategy, custom fluorescent nanoprobes will be engineered for stability, biocompatibility, and strong NIR-III emission. These will be tested in lifelike tissue phantoms created with 3D bioprinting, where healthy and tumoral regions are reproduced with tunable shape and optical properties. Fluorescence images collected from these models will train a convolutional neural network (U-Net) to precisely segment tumor margins in three dimensions. Finally, the approach will be validated ex vivo in mouse brain tissues, generating a proof-of-concept pipeline that is rigorous, ethical, and sustainable.Expected outcomes include the development of reliable NIR-III contrast agents, protocols for brain-mimicking phantom fabrication, and a machine-learning-based method for accurate tumor segmentation. INTEGRATION thus paves the way for safer surgeries, fewer relapses, and faster translation toward real-time fluorescence image-guided operations. Beyond healthcare, it reduces dependence on animal models, strengthens Europe’s leadership in nanomaterials, bioprinting, and machine learning, and supports the long-term visio
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 'Integrated nitrogen model for european catchments' (INCA).

assistant: **Concept**

Problems to be solvedAcross the European Union there are concerns about nitrogen (N) in lowland and upland fresh water systems, estuaries and marine areas. In such systems, additional N inputs can cause rapid aquatic plant growth, leading to eutrophication. The problems of eutrophication are usually associated with lowland, intensively farmed areas where fertilisers provide a significant source of N and/or urban areas where domestic and industrial effluent is discharged to the receiving watercourse and groundwater. However increasing N deposition from the atmosphere has lead to increased problems in upland regions. Whilst management strategies have been implemented to control N in river systems, these have tended to address single issues: either diffuse or point sources, or upland or lowland areas. However, the N concentrations and loads in rivers reflect the integration of the catchments N sources: fertiliser inputs, atmospheric deposition and sewage discharges. Superimposed on these anthropogenic inputs are contributions from the vegetation and materialisation and nitrification of organic N in soils. Thus, given the holistic nature of the N problem, an integrated management approach is required. To support such an approach, modelling tools are needed to assess the likely impacts of land management, N deposition and climatic change on river N concentrations and loads. The INCA project has been designed to assess the impacts of multiple sources of N (N deposition, agricultural and sewage inputs) on water quality in European catchments. As such the project will directly contribute to EC policies including the Nitrate Directive (91/676/EEC) aimed at controlling diffuse nitrate pollution of public water supplies throughout Europe; the EC Habitats Directive (92/43/EEC) whic
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 'Strengthening public health research in Europe: call SSP-3' to be submitted under Sixth Framework.

assistant: **Abstract**

Our study will describe public health research at European level, including support by national governments, and assess how it can be strengthened and most effectively integrated within European health policy.  Public health research has supported the improvement of the health of European citizens in many fields - through communicable disease control,  access to health care, chronic disease management, pharmaceuticals monitoring, health promotion and environmental  control. Our research will engage the public health science and policy communities through the European Public Health  Association,through national and European political and administrative stakeholders, and with international scientific  bodies and institutions. The study will be undertaken by a consortium of European public health research experts from member states. The  study will review scientific literature, investigate viewpoints and programmes of stakeholders, organise conferences  and workshops, and assess the contribution of research training. It will develop understanding of quality,  effectiveness and impact of public health research, and draw on evidence from outside Europe, including global health research. Three main events, in 2004, 2005 and 2006, will be linked to annual conferences of the European Public  Health Association, while two workshops will address methodologies and policy implementation. Reports from participants will be integrated, and the preliminary assessment will be further consulted on with stakeholders, especially at national  levels, and with European institutions. The process will contribute to developing the agenda for public health research  within the Seventh Framework Research Programme.
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 'European Network of Research Infrastructures & IndusTry for Collaboration' (ENRIITC).

assistant: **Concept**

Research infrastructures (RIs) operate in complex innovation ecosystems where industry plays an increasingly important role. Pan-EU initiatives, such as the Innovation Union or the European Strategy Forum on Research Infrastructures, revolutionise the way public and private sectors work together, and help to create structural frameworks which are needed to foster such collaborations. While initiatives of this type play a crucial role in enabling industry to become a full partner of research infrastructures whether it is as a user, a supplier, or a co-creator, they do not fully utilise or engage Industrial Liaison  and Contact Officers (ILOs/ICOs) which could have a central role in boosting the RI-industry partnerships. To address this gap, ENRIITC will build a permanent pan-European network of ILOs and ICOs. This will be done in a community-driven, cross-functional, cross-sectoral, multiplier-based way which will be inclusive and enable all interested parties to actively participate. By supporting the establishment of strategic, cross-border partnerships between industry and research infrastructures, ENRIITC will enable win-win results for all parties. With a timeline of 36 months, 11 partners from seven countries, and a strong support from 61 Associates from around Europe, ENRIITC will 1) establish a sustainable European network of ILOs and ICOs which enables mutual learning, 2) map collaboration potential between research infrastructures and industry, 3) develop and refine strategies and best practices to foster these collaborations, 4) raise awareness among industry for collaboration opportunities at research infrastructures, and demonstrate impact. The consortium and Associates will jointly balance the need for expertise from diverse scientific areas, combine it wit
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 'Transforming European Transport through an Active Actors Forum' (TRANSFORUM), addressing dissemination and exploitation.

assistant: **Impact**

The TRANSFORuM project is proposed by a consortium of twelve well connected, but independent and experienced policy advisers and researchers from across nine European countries who offer a “fresh ap-proach” to helping to implement four key goals of the European Transport White Paper.The project will initiate a discussion forum of relevant actors by organising meetings and thematic groups on the four selected White Paper goals. The forum will form the environment for a balanced and open discussion process with special attention to research and innovation. It will be linked with all relevant related activities and networks. TRANSFORuM will produce concrete implementation-oriented outputs, including recommendations and roadmaps of joint actions as required by the actors and stakeholders.The TRANSFORuM concept is based on a proven process including wide consultation especially of actors who are directly connected to implementation of innovative policies and measures.The project partners will work along seven work packages and four Thematic Groups - each of which led by a partner with comprehensive experience. Over a lifetime of 24 months TRANSFORUM will deliver 11 stakeholder meetings directly involving 260  stakeholders and actors. Furthermore a quality stakeholder database will be set up.The project cost is 1.499.387€ and includes efforts of 148.5 person months, i.e. over 6 full-time experts over the project lifetime.The project activities are carefully targeted to fully reach the desired content and communication impacts. A permanent internal and external quality control will be applied, and a risk management process is in place.The project will apply targeted dissemination and communication activities to stimulate implementation of the White Paper goals.
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 'SUstainable PROduction of GALanthamine by both in vitro and agricultural crops of highly galanthamine-containing plants' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Galanthamine is an alkaloid produced exclusively by plants of the family Amaryllidaceae, mainly belonging to the genus Galanthus, Leucojum and Narcissus. Owing to its acetylcholinesterase inhibitory activity, galanthamine is used and marketed for the treatment of the Alzheimer’s disease, among others. Although it is obtained by organic synthesis, galanthamine is also being extracted from natural sources. Both Galanthus and Leucojum plants are very widespread in the Eastern European countries, whereas Narcissus plants are mainly distributed in the Mediterranean region. For industrial purposes, Leucojum aestivum plants are gathered from wild populations in their natural habitat, which causes increasing problems regarding quality of the plant material as well as depletion pressure on the natural populations of L. aestivum. By development of an in vitro production method, both problems will be overcome. Narcissus confusus, an endemic species growing in Spain, was found to produce around two-fold higher amount of galanthamine than L. aestivum. Both plant species will also be propagated and subjected to further agronomic studies for the initiation of new crops of highly galanthamine-containing plants. Integrating both research approaches, the initiation of new crops of L. aestivum and N. confusus and the establishment of the in vitro production method, will result in the development of a sustainable production method of galanthamine. Since galanthamine in Europe is produced by highly specialised SMEs, significant improvement in this field can only be achieved by cooperation on European level. The co-operative research implemented in the SUPROGAL project will thus markedly improve the competitiveness of the involved SMEs.