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 the 'Objectives and Scope' section of a Seventh Framework proposal for the project 'Monitoring System on the Development of Global Air Transport'.

assistant: **Objectives**

The MONITOR proposal has been developed by participants of AERONET, a European Thematic Network and CONSAVE 2050, an accompanying measure successfully completed in 2006 under FP5. It was already submitted in the first call of FP7 under the acronym “EMSAD” (Proposal n° 211418). The work consists of developing a monitoring system that collects, processes and analyses relevant data from the global air transport system. Data collected will include the dimensions economics, environment, demography and technology. The major objective of the MONITOR project is to install a system for permanent monitoring of external and internal key factors of strategic importance for a wide variety of aviation stakeholders. The collection, analysis and dissemination of relevant information is a necessary pre-condition for timely strategic decision making. At the same time, the monitoring should act as a reporting and early warning system and serve by annual workshops as a discussion platform for aviation stakeholders, regulators and scientists to discuss prevailing problems, challenges of aviation and requirements for further research activities. In addition, the project will generate valuable input for scenario modelling and quantification exercises such as ACARE Vision 2020+, EUROCONTROL Long Term Forecast and problem related scenarios (dealing especially with aviation constraints) and contribute to a better understanding of the dynamic nature of developments in air transport in order to improve the economic situation, while taking full account of environmental and social needs. It will contribute to the FP7 research programme with being the basis for better strategic decision making for air transport development, and will help to support and enhance the competitiveness of European aviation
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 'Towards the use of IgY antibodies as alternative therapeutics' (PureIgY) targeting Horizon 2020.

assistant: **Abstract**

The increased occurrence of antibiotic-resistant pathogens is a critical concern corresponding to economic and societal challenges of high priority. Antimicrobial resistance (AMR) is responsible for 33,000 deaths per year, while bringing €1.5 billion per year in healthcare costs and productivity losses to the EU. Current solutions (biopharmaceuticals) are highly expensive and very few tackle the AMR scenario. Therefore, new approaches to tackling AMR focusing on low cost and relatively low time-to-market therapeutics must be pursued. Immunoglobulin Y (IgY) present in hen’s egg yolk is a potential alternative to the previously described biotherapeutics, and can be obtained in higher amounts from a renewable and non-invasive matrix. However, given the complex nature of egg yolk, the current purification technologies are multi-step and mainly based on chromatography, being highly expensive and leading to low yields. In the ERC Starting Grant (IgYPurTech) I proposed the use of aqueous biphasic systems (ABS) as IgY separation/purification platforms (from commercial and non-hyperimmune eggs since no therapeutic action was defined in the proposal). Although promising results have been obtained with ABS, during the IgYPurTech framework an additional and more cost-effective process to purify IgY was developed. It is not based on the selective extraction of antibodies for one of the phases in ABS, but on two steps of induced precipitation with appropriate salts and biopolymers. This innovative purification platform enables to produce high-quality IgY in higher amounts and at a significantly lower cost than other currently commercialized biotherapeutics. In this PoC Action – PureIgY – it is aimed to scale-up the developed purification technology, to address the biological features
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 'Security, Services, nEtworking and performance of next generation IP-based multimedia wireless Networks', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The S2EuNet project is a joint initiative by four partner universities in Europe and nine partner universities in third countries in the form of staff and researcher exchange under the FP7/People/IRSES action. The main goal of this project is to strengthen research partnership among partner organizations and to elevate the scientific competence of the participating organizations in the fields of next generation mobile systems and wireless networks. More specifically, the project has the following objectives: • to reinforce cooperation among partner organizations, not only between European partners and third-country partners, but also between European partners for the purpose of long-term research partnership, at the organizational level • to investigate various aspects of emerging technologies in future wireless and mobile networks for the provision of reliable, security and high-performance IP-based multimedia services • to enhance research quality and lift the scientific competence of the participating organizations through joint research activities • to educate more and better qualified PhD candidates at the international level Following the principle of the MCA, a bottom-up approach has been adopted for both overall theme identification and research topic definition. The participating researchers in this project exceed sixty with over thirty faculty members and over thirty PhD students respectively, organized into six WPs. The duration of the project will be 48 months. It contains a researcher exchange scheme with a total number of 422 PMs, well balanced between outgoing visits from Europe (200 PMs) and incoming stays to Europe (222 PMs). The duration of each research stay varies from one month up to twelve months, depending on the role and the availability of the 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: Write clear, measurable objectives and define the scope for the project 'Evolution of sexual dimorphisms: all about losing not choosing?' (YnotSing) under Horizon 2020.

assistant: **Objectives**

Males and females often differ dramatically in phenotype, with one sex exhibiting elaborate ornaments absent in the other. Darwin suggested such dimorphism evolves through sexual selection on males to attract females and repel rival males. Ever since, this framework served to explain why males are showy and females drab. Song in songbirds was a classic example (males sing and females are silent) until our recent research showed that female song is phylogenetically widespread and probably ancestral. Thus, current sex differences in song must have at least partly resulted from females evolving away from males by losing song. Therefore, the key question is not what has led to elaboration in males, but rather, what is responsible for losses in females. I will engage a network of experts from three EU institutions and the general public to participate in addressing this new, pertinent question of trait loss in a large-scale phylogenetic analysis across songbirds. I will focus on three goals important to progress in this field: (1) develop an urgently needed single quantitative score to compare song structure among species, (2) determine how gains and losses of song structure in each sex contribute to overall dimorphism, (3) compare dimorphism to a broad range of ecological and natural history correlates. From the host and partners, I will receive expert training through research in animal communication, bioacoustics, and character evolution, including advanced sound analysis tools during a Secondment and leadership training through a major citizen science project with xeno-canto, the world’s largest bird song database. This inclusive mentorship and training will equip me with diversified and advanced skills to contribute to this important research question and embark on my c
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 'Near-Infrared Optoelectronic Devices with Atomically Controlled Graphene Nanostructures' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The extraordinary and ultrafast electro-optical response of graphene nanostructures has enabled order-unity changes in absorption due to the switching on and off of plasmons via electrical gating, thus suggesting application to ultrafast light modulation. Unfortunately, graphene plasmons have so far been observed at mid-infrared and longer wavelengths, therefore limiting their use as optoelectronic devices in the visible and near-infrared (vis-NIR) spectral range. Reaching this energy regime requires an efficient doping of graphene by confining the lateral dimension below 5 nm, which is beyond the state-of-art top-down lithography resolution. Alternatively, this project will use a bottom-up chemical route recently developed by the host organization to synthesize atomically precise, 1nm wide, graphene nanoribbons (GNRs) that can couple laterally to give rise to either nanoporous graphene structures or laterally interconnected GNRs arrays, for efficient gate-doping. The project aims to explore the feasibility of fabricating optoelectronic devices based on the plasmonic properties of atomically precise graphene nanostructures. The nature of the project is highly multidisciplinary, involving a combination of well-developed chemistry, physics, electronics and photonics that will focus at three different levels: chemical synthesis of atomic-size GNRs and characterization, nanostructure transfer and device fabrication, and electro-optical characterization. This proposal promotes both the transfer of knowledge to the host institution and the training of the candidate in new advanced techniques. The proof-of-concept of such device will pave the way for ultra-high speed photodetectors that are capable of handling record data transmission at vis-NIR range, thus providing key solut
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 'PROmoting Global REsponsible research and Social and Scientific innovation' under Seventh Framework.

assistant: **Concept**

Delivering European Renewal relies heavily on the advancement of Responsible Research and Innovation (RRI) – that is, research and innovation which is:- is ethically acceptable,- is sustainable by avoiding significant adverse effects and- drives towards the common good, i.e. societal desirability.To achieve maximum impact where it is most needed, ProGReSS concentrates on the underexplored and least converging part of RRI, namely achieving societal desirability. The project will link existing international networks of RRI from all continents with European partners and policy-makers, policy-advisors, funders, industry and non-governmental organisations. In interactive discussions with relevant societal actors as well as innovators, we will move RRI debates from the national or regional to the global level and achieve the following objectives:1. Link existing international networks of RRI with relevant societal actors on a global scale to focus innovation on societal desirability.2. Complete a major fact-finding mission comparing science funding strategies and innovation policies in Europe, the US, China, Japan, India, Australia, and South Africa.3. Advocate a European normative model for RRI globally, using constitutional values as a driver to inform societal desirability.4. Develop a strategy for fostering the convergence of regional innovation systems at the global level.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the specific objectives and expected outcomes for 'The Structure and Assembly of Membrane Proteins in Native Membranes studied by AFM' in the context of a Seventh Framework call.

assistant: **Objectives**

One of the key characteristics of life is the existence of boundaries that delineate the organism from its environment. The boundary membrane structure that defines all cells is called the plasma membrane. Membranes are constituted of a large variety of lipids and membrane proteins, key molecules for plenty vital cellular functions such as transport, energy transduction, signaling, and communication, to name a few. Despite the importance of membrane processes, little is known about the structure of its constituents and less about their supramolecular arrangement. In this project the focus is set on the analysis of membrane proteins, their supramolecular complexes, their structural assembly and mechanism of cooperative function, and thus an integral view of the native membrane.To achieve this goal, we are performing membrane biochemistry and develop 3 axes of research, all Atomic Force Microscopy (AFM) –based, comprising technical developments of high-resolution and high-speed AFM, AFM-hybrid techniques, but also target-focused application research, all, to gain information about the structure and assembly of membrane proteins in native membranes at unprecedented resolution.1) Technical developments: In this project subaxis, we are performing two major technical developments, a hybrid atomic force microscope (AFM) - tip enhanced raman spectroscopy (AFM-TERS), and a high-speed AFM - Optical Microscopy setup.2) AFM imaging: Analysis of the supramolecular assembly of membrane complexes in native membranes ex cellula and in cellula, with a particular focus on alterations of membrane structure and membrane protein assembly and conformation due to pathology or addition of drugs.3) AFM force spectroscopy: Analysis of forces and affinities within and in between membrane complexe
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'Automated Pollution Inspection Scanning System for Soil using a robotic vehicle' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

Currently, the detection of soil pollution is done by manual surveys which are inefficient, unreliable, time consuming and very expensive. The need of a better and low-cost technical approach, that would be able to assess contaminated areas before programing the required remediation actions, has become more intense due to public awareness for the environment.This project aims to develop a semi-autonomous, remotely controlled robotic system that will deploy three novel (and a modified existing) sensors for the assessment of soil quality and site characterization. The large contaminated sites will be covered by 100%, presented by fine scale 3D maps of contaminant levels and giving quality and quantity data for the pollutants (heavy metals, organic solvents, NAPLS) without the need of human intervention. Considering that the personnel is endangered by the toxic contaminants, this is very important.Four different types of sensors (HPU, GPR, chemical sensors and SAW) will be integrated to detect efficiently the contaminants in the surface and underground (up to 10 meters). Data collected from the sensors will be fused, correlated and optimized to provide GPS linked ground 3D images of contaminant distribution. Thus ground property images from different sensors can be combined to produce composite images that can be used also later to during the treatment of soil contamination. Advanced signal processing techniques will be used to obtain the correct interpretation of the data acquired by the sensors and image processing will ameliorate the fused images. The automated inspection soil contamination system will benefit the SMEs involved in NDT, robotics and contamination detection
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 'Eurodiab Prospective Complications Study' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

- To measure the impact of lifestyle, physiological and genetic factors on the onset and progression of diabetic complications and to define high-risk groups who could be targeted for interventions of risk factor modification. - To study the European variation in the incidence and progression of cardiovascular, renal, ocular and neurological complications of insulin-dependent diabetes. - To assess the mortality experience of a European cohort of patients with IDDM. - To design and implement a networked central information system. - To perform a cost-benefit analysis of intensive insulin therapy for Europe.A cross sectional survey of 3250 people with IDDM in 29 centres in Europe was funded by the EC in 1989-91. This study is a five year follow up of this original cohort. Local centres will be asked to ascertain vital status of their participants, and ascertain the cause of death in those who have died. The survivors will be invited to complete a questionnaire on medical events since the original study, lifestyle factors, medication, socioeconomic status, nutrition, pregnancies, the impact of diabetes on their lives, and knowledge about diabetes. They will also undergo a clinical examination, which will include a blood pressure measurement, resting ECG, height, weight and body fat measurements, retinal photography, a neurological examination, a urine collection for estimation of albuminuria, and blood tests for glycated haemoglobin. Siblings of original participants who also have IDDM will be similarly invited for a clinical examination as described above. Blood from the original participant and the sibling will be taken for genetic analysis, so that the genetic and environmental effects on diabetic nephropathy in IDDM can be assessed. A centralised information system (CI
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 'Educational Inequalities and Generative AI: A Focus on Language Diversity' (ChatEQUITY).

assistant: **Innovation**

ChatEQUITY investigates the impact of generative AI (GenAI) on educational inequalities amid growing societal linguistic diversity. The central hypothesis is that although multilingual GenAI can overcome linguistic barriers, mere access to it is insufficient because competent use is essential. Moreover, since GenAI language models are trained on and steered by human language—which reflects social class, ethnic, and gender differences—GenAI might reproduce biases and educational disparities. Research on this is lacking due to underlying limitations in the prevailing concepts, methods and data. ChatEQUITY addresses these with three objectives:1.To introduce prompting (l)iteracy (PIL) as a novel concept for competent human-GenAI interactions and develop a pioneering assessment instrument (PIL-AI) for its measurement.2.To identify shifts from traditional digital divides to GenAI divides—social disparities in GenAI access, use and skills —with innovative data from 3,000 students and 700 teachers across 60 high schools.3.To evaluate the impact of GenAI use and PIL-education on educational inequalities by examining their effects on teaching and learning with three refined RCTs.ChatEQUITY enables researchers to move beyond merely observing the effects of GenAI, toward understanding why and how GenAI affects life outcomes. Because PIL-AI uniquely combines an authentic task-based approach with scalability, this tool marks a paradigm shift in the assessment of competencies that currently depends on self-reported measures. The open data on GenAI divides establish the groundwork for research into the interplay of sociological, pedagogical, linguistic, and technological factors. Finally, by refining traditional binary RCTs (moving beyond simple comparisons between tech and non-tech u