RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Producing Onscreen Women: Empowerment and Regulation Under Patriarchy' (POWERUP).

assistant: **Innovation**

While most research on gender and streaming focuses on Anglo-American contexts and major multinational platforms such as Netflix and Amazon, this project shifts the frame to Turkey, examining two eras: the early 2000s broadcast television period and the post-2019 streaming landscape shaped by intensified state oversight. The global success of Turkish serialized melodramas (dizis) rests on contested representations of gender shaped by market forces, state regulation, and the secular–Islamic divide. Although patriarchal norms dominate under an increasingly authoritarian, populist government, urban, Western-oriented women remain central to narratives and production. The post-2016 rise of digital platforms initially promised greater freedom, but a 2019 law extended state censorship to streaming, curtailing portrayals of non-patriarchal and non-heteronormative characters. Against this backdrop, the project asks: (1) how female creatives craft strong women when empowerment appears as antagonistic to the state; (2) how creative strategies differ across broadcast and streaming contexts; and (3) how portrayals of gender and practices of creative labor jointly reproduce or contest dominant ideologies. Using participant observation, digital ethnography, life story interviews, and textual analysis, the project develops a multi-layered account of continuities and ruptures in creative practice across shifting political regimes. By centering the experiences of Turkish female creatives, it challenges Western-centric assumptions that digital media is inherently liberating for women or that streaming operates in stable democracies. Moving beyond the binary of Western media research and decolonial critique, the Turkish case instead highlights a shared global condition: the rise of right-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: Describe the novelty, innovation potential and advance beyond the state of the art for 'Improving International Cooperation and R&D Road Infrastructure Strategy for Ukraine' (INCRIS).

assistant: **Innovation**

Ukraine plays a strategic role in facilitating East-West transport connections, the country’s strategic road network. It however, cannot handle the increasing traffic load due to insufficient technical parameters. The overall objective of the INCRIS coordinating action is to ensure that the cooperation capacities of Ukraine’s leading road research centre, the Shulgin State Road Research Institute (DNDI) are reinforced in order for it to foster its integration into the European Research Area and this improve road infrastructure in Ukraine through joint research. The project aims to establish strategic partnerships between DNDI and EU road research centres in order to facilitate knowledge sharing. The project will help DNDI to develop partnerships and set up joint research programmes through networking. It also aims to strengthen the ability of Ukrainian researchers to take part in future FP7 funded research projects through training on project management accompanied by secondment of DNDI staff at the Brussels office of the Forum of European National Highway Research Laboratories. The sharing and dissemination of knowledge between DNDI and research institutes in member states will be facilitated by setting up a bilingual website, translating scientific results of DNDI into English and disseminating them through various channels. A bilingual project brochure will also be produced and participation of DNDI researchers in international conferences in the partner countries will be supported. The project will also assist in building a research strategy for DNDI in order to increase its scope and regional coverage in Ukraine as well as to improve its responses to the socio-economic needs of the country. Eventually, the project will contribute to improve transport infrastructure
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 'Single electron source generating individual photons for secure optical communications' under Fifth Framework.

assistant: **Concept**

The aim of this proposal is to develop a special optoelectronic nanocircuit that can produce either single photons or pulses of a fixed number of photons synchronized to a single electron generator. Operation of the nanocircuit is based on a high frequency surface acoustic wave that serves as a single electron pump for a lateral n-i-p junction. Compared with other existing approaches our single photon source will operate at higher temperatures, deliver photons at a much higher rate and can be implemented using well established processing techniques. A single photon source has for many years been a desirable device in the fields of quantum optics and quantum cryptography. Our suggested device can subsequently be used in developing practical secure optical communication channels with commercial significance. Such communication channels are likely to provide the ultimate solution to security and privacy issues of the information society. The aim of this proposal is to develop a special optoelectronic nanocircuit that can produce either single photons or pulses of a fixed number of photons synchronized to a single electron generator. Operation of the nanocircuit is based on a high frequency surface acoustic wave that serves as a single electron pump for a lateral n-i-p junction. Compared with other existing approaches our single photon source will operate at higher temperatures, deliver photons at a much higher rate and can be implemented using well established processing techniques. A single photon source has for many years been a desirable device in the fields of quantum optics and quantum cryptography. Our suggested device can subsequently be used in developing practical secure optical communication channels with commercial significance. Such communication channels are l
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 Fifth Framework proposal for the project 'The Regional Impact of the Information Society on Employment and Integration'.

assistant: **Objectives**

The project will develop models for evaluating the social and economic changes created by the new information-based economy with particular reference to employment and employment opportunities in the ICT and ICT-related sectors. The study will illustrate national, regional and sectoral impacts as well as impacts on particular groups defined by national identity, immigrant background, gender and skills levels. It will explore barriers to employment facing key groups and explain to which extent these can be overcome through educational and training programmes and matching policies to promote social inclusion. The study will focus on comparative analysis of selected regions in Italy, Sweden and United Kingdom.
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 'Computer-aided food processes for control engineering' under Seventh Framework.

assistant: **Concept**

The objective of the CAFE project is to provide new paradigms for the smart control of food processes, on the basis of four typical processes in the areas of bioconversion, separation, preservation and structuring. The novelty of the project lies in the capacity of combining PAT and sensing devices with models and simulation environment with the following objectives : (1) to extract as much as possible information from the process/plant in the form of precise estimations of unmeasured variables defining, in particular, product quality, and of physical parameters changing as the process dynamics does or difficult to know beforehand; (2) to save and encode in a reliable and usable way, basically via physical/deterministic models; and (3) to develop control methods to keep uniform quality and production despite the variability in the raw material and/or to respond to sudden changes in the demand.
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 2020 proposal on 'Machine learning prediction for breast cancer therapy'.

assistant: **Concept**

Breast cancer is the cancer with the highest incidence in women worldwide, and is the leading cause of cancer-related death, mainly due to treatment resistance. Recently, tumor heterogeneity has been described as one of the key driver in treatment failure. Indeed, tumor is not a homogeneous entity to treat, but a complex association of subclonal populations driven by their own genetic alterations, and immune and stromal cells from microenvironment. Breast cancer subtypes and tumor heterogeneity advocate for the development of tailored, personalized treatments, but so far, the discovery of efficient predictive markers has been compromised by the lack of adapted biological models and methodological tools.The recent developments of high-throughput methods for bulk and single-cell analyses has generated large ‘omics’ datasets from patients, stored in open access databases (ArrayExpress, GEO). Combining these numerous datasets will grant a sufficient statistical power to reveal a comprehensive overview of tumor complexity. However, this data mining is currently limited by methodological challenges like cross-platform normalization and the difficulty to analyze complex data structure with high dimension observations. To overcome these issues, I propose to implement a multidisciplinary project at the interface between mathematics, biology, and information technologies. With the support of the mathematicians and bioinformaticians from the Bioinfomics unit of the regional comprehensive cancer center (ICO), I will develop and implement machine-learning algorithms in the search of predictive biomarkers for breast cancer treatment. This innovative strategy will lead to personalized medicine in breast cancer by guiding clinicians in the selection of the optimal therapeutic option. M
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 Europe proposal for the project 'centRe of Excellence in AerosoL remote rensIng technology and Science in The Indian oCean'.

assistant: **Objectives**

The overarching goal of REALISTIC is to develop a Centre of Excellence in aerosol remote sensing technology and science in the Indian Ocean, through the creation of a Chair, with La Réunion, a European Outermost region, as a strategic pivot point of the European Research Area.  REALISTIC aims at attracting and maintaining a high-profile researcher (ERA Chair holder) to lead a high profile supporting team with excellent research and technical capabilities in the aerosol remote sensing domain. In particular, specific applications and research endeavours will be conducted in the area of quantifying the impact of wildfire and volcanic emissions on the tropical atmosphere composition and on the Earth-Atmosphere radiative balance. REALISTIC is designed to catalyse and maximise the impact of the ERA Chair in order to raise the research, technical and innovation excellence of the Laboratory of Atmosphere and Cyclones (LACy), the Observatory of Atmospheric Physics of La Réunion (OPAR), the Observatory of the Universe Sciences of La Réunion (OSU-R), and the University of La Réunion (UR) to a level that makes them unique and essential references in the local R&I ecosystem, at the Indian Ocean-level as well as to the overall international community, and thus filling the R&I gap on atmospheric systems. REALISTIC will contribute to better integrate UR within the European Research Area, and better align with European standards and priorities.


**Keywords:** brain gain, capacity building, better use of infrastructure, institutional reforms, mobility, La Réunion
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 'Are microbes the ultimate drivers of subsurface weathering? Rates, actors, mechanisms and nanoscale imprints of the bioweathering of fresh and aged silicates' (Mobidic).

assistant: **Concept**

The ambition of this proposal is to provide the very first realistic assessment of the contribution of microbes to subsurface silicate weathering rates. The motivation is simple: ~70% of Earth’s bacteria and archaea live underground, and microbes have long been suspected to impact silicate weathering rates, which affect the Earth’s climate. However, the rates and mechanisms of silicate bioweathering essentially remain a terra incognita, particularly in basalt settings. Such environments are suggested to be a potential host for early life and represent prime targets for massive injections of CO2 to fight against global warming, whose success strongly relies on silicate reactivity. Having a deep insight on the respective biotic and abiotic contributions to subsurface silicate weathering rates is therefore fundamental and urgent.Providing such estimates requires to overcome a twofold challenge: 1) to quantify dissolution rates in aqueous fluids that sustain endemic microbial communities and at the same time 2) to supersede the classical use of freshly ground substrates, whose reactivity is orders of magnitude greater than that of aged silicates long altered in natural settings.This proposal offers a solution: An interdisciplinary and non-conventional approach to assess the contribution of microbes to silicate weathering rates in complex environmental media. It consists in measuring dissolution rates using non-invasive nanotopography measurements of the silicate substrates reacted in natural solutions. These substrates will be treated beforehand to get surface properties that mimic various stages of aging. These measurements will be combined with studies of the microbial diversity associated with the substrates, innovative nanoscale characterizations of the reacted surfaces
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 'New emitting proteins and all-bio matrices for Bio-WLEDs.' (NMPLED) under Horizon 2020.

assistant: **Objectives**

The development of eco-friendly sun-like illumination systems is a priority in Europe. Current solutions, White Inorganic Light-Emitting Diodes (WLEDs), feature excellent efficiency and stability values but rely on rare earth and their production involves an increasing economic and ecological cost. Bio-Hybrid WLEDs (Bio-WHLEDs) represent an environmentally sustainable and cost-effective alternative. They use Fluorescent Proteins (FPs) embedded into a synthetic polymer matrix and act as the color down-converting coating.  Bio-WHLEDs are currently limited to low power applications because the continued excitation of FPs promotes its denaturation. This is due to the synthetic nature of the polymeric packaging and of the type of FPs used (generally variants of Green Fluorescent Protein (GFP)). Despite the well-known brightness of such proteins, they have evolved as genetic reporters and not as stable photo-converting materials. In this project, we aim to design, produce and exploit improved matrixes and proteins for the new generation of all bio-based color down-converting coating. To tackle the first limitation of current Bio-WHLEDs, we propose the encapsulation of FPs into marine polysaccharide-based packaging matrices such as bio-doped alginate/ ulvan microparticles. Since the interior of these particles offers a crowded environment more similar to a natural protein surrounding, they are supposed to reduce the thermal stress and increase the photostability of the FPs. To tackle the second limitation, we propose the replacement of GFP-based proteins by Phycobiliproteins (PBPs). PBPs have evolved in nature as light-harvesting antennas in cyanobacteria, being resistant to extreme conditions (high temperature, constant illumination, high concentrations), but emit light only
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 'High-throughput tools for biomedical screens in Zebrafish' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

The zebrafish embryo model has rapidly gained ground in biomedical research based on functional genomics approaches. As a result it shows great potential to be incorporated into preclinical drug screening pipelines. ZF-TOOLS aims to develop a case study for an anti-tumor drug screening system, based on implantation of fluorescently labeled tumor cells into zebrafish embryos.  The optically transparent embryos provide a highly useful in vivo system to monitor growth and metastasis of implanted tumor cells. This system will allow for the powerful combination of visual monitoring with high-throughput analysis of expression of marker genes with a predictive value for tumor progression or for defence responses towards developing tumors.  However, the bottleneck for application of this approach is insufficient knowledge of relevant disease marker genes in zebrafish. Therefore, the first objective of ZF-TOOLS is marker discovery. To achieve this objective fluorescent zebrafish cell lines expressing selected oncogenes will be generated and a multidisciplinary functional genomics approach, integrating different genomics techniques and bioinformatics, will be undertaken to compare expression profiles before and after implantation into zebrafish embryos. The experimental design of our genomics strategy will enable distinction between tumor cell markers and markers for immune or general defence responses of the organism. After marker validation, high-throughput tools for large scale expression screens will be developed.  The second objective of ZF-TOOLS is to exploit the combination of high-throughput markers and implant system to study different oncogenic implants and effects of a test panel of drugs used in human cancer therapy. This case study should result in identification of
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 'Assessment of Learning technologies and Frameworks for Intelligent and Ethical AI', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

ALFIE project encompasses the EthiTech Dialogue Hub (ETD-Hub) and AutoML platform. ETD-Hub is as a multi-disciplinary discussion forum where citizens, policymakers, AI professionals, and legal entities come together to engage in robust conversations surrounding the legal and ethical dimensions of AI and related technologies. The ETD-Hub serves as a collaborative space, shaping policy recommendations that influence the European Legal framework on AI, ensuring its adaptability to evolving societal and technological landscapes. Complementing the ETD-Hub is AutoML, an advanced implementation platform that seamlessly translates these deliberative outcomes into actionable AI tools and solutions. There is a bi-directional feedback loop between ETD-Hub and the AutoML platform helping to refine the policy recommendations. The AutoML platform combines two layers: Interaction layer relying on generative AI and an AutoML engine. The interaction layer contributes to the democratisation of AI by enabling the creation of advanced AI tools through interaction in natural language and speech with focus on multilinguality, while the AutoML platform finds the solutions based on the input of the user given through the first layer.  The AutoML not only generates AI models and solutions that respect the EU legal framework, but also serves as a data broker providing access to a wide range of datasets contained in different platforms, with special focus on promoting unbiased and balanced AI datasets. With integrated features such as natural language processing, speech recognition, multilingual capabilities, and explainable AI, AutoML represents a widely accessible AI platform that seamlessly connects with AI-ethics through ALFIE ecosystem, and is ready to bridge legal discourse with technologic