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 'Concept and Approach' section for a Sixth Framework proposal on 'Roles of IL-7 in the regulation of T cell homeostasis'.

assistant: **Concept**

Interleukin-7 promotes survival and proliferation of lymphocytes both during thyrnic maturation and also in the case of mature peripheral cells. In HTV-infected individuals and in clinical settings, which result in T cell depletion an increase of serum, IL-7 concentration was found. Increased production of IL-7 in response to T cell loss is considered as a homeostatic response mechanism aiming at the restoration of peripheral T cell number. In our previous studies we found a decreased level of IL-7R in HIV-infected patients and the decrease of the receptor was correlated with the level of T cell depletion and also with the increase of serum IL-7 concentrations. These results suggest that low IL-7R expression of T cells may contribute to the loss of T lymphocytes in HIV-infected individuals and may also limit the positive effects of the high IL-7 concentration on T cells.Our research objectives discussed in the proposal are the following:1) Assay the hypothesis that low IL-7R expression of T lymphocytes in HIV positive subjects may result in survival disadvantage for peripheral T lymphocytes. Analyse if known apoptosis regulatory molecules are affected in 1L-7R negative T cells from HIV patients.2) Analyse if dendritic cells (DC) can produce IL-7 and characterise those factors of DC maturation and activation, which regulate IL-7 expression. Test the hypothesis if DC can present IL-7 to T cells by binding the cytokine to the extracellular matrix with a similar mechanism described in the case of bone marrow stromal cells.3) Analysis of the production and functon of the soluble IL-7Ra protein. We plan to screen which cells produce the soluble form of the IL-7R and analyse if the soluble receptor can interfere with the effects of IL-7.4) Analyse if IL-7 plays a role in the r
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 'ENVIRONMENTAL STUDIES ON SWEET AND FIBER SORGHUM SUSTAINABLE CROPS FOR BIOMASS AND ENERGY' (SORGHUM).

assistant: **Concept**

The general objective of the present proposal is to study the environmental impacts of sweet and fiber sorghum inside real cropping systems with particular reference to nitrogen balance. Indeed, in order to introduce these crops in crop rotations, information on the environmental impact on the real field conditions in the existing cropping systems are lacking. Specific objectives of the proposed project are:1. Evaluation of the agronomic response of sweet and fiber sorghum on different cropping systems and in different soil and climatic conditions in the Europe Union;2. Response of sweet and fiber sorghum to low-input cultivations;3. The role of sweet and fiber sorghum within the different cropping systems against soil erosion in slope soils, especially in mediterranean environment4. The role of sweet and fiber sorghum within the different cropping systems on the nitrogen and water balance and on nitrogen leaching;5. The role of sweet and fiber sorghum within the different cropping systems on carbon and soil organic matter cycles;6. Definition, calibration and validation of simulation mathematical models at micro and macrolevel of the nitrogen, water, carbon and organic matter in cropping systems including sweet and fiber sorghum;7. Develop rapid screens for identifying Sorghum genotypes with improved nitrog use efficiency, in relation to biomass production.The proposed objectives will be fulfilled carrying out experimental research focused on: Productivity trials, where the productivity of crop rotations and low-input cropping Including sweet and fiber sorghum will be evaluated (subtasks 1.1, 1.2); novel Physiological screens to identify genotypes with lower N requirements will be developed (subtask 1.3); Agroecosystems studies, regarding research on nitrogen balance 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: Draft an impact statement for 'GRID computer station for handling and analysing compact muon solenoid data at RIPNP, Budapest', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

The KFKI Research Institute for Particle and Nuclear Physics (RIPNP) is developing a local GRID computer system. In order to use this to store, handle, and analyse data to be collected by the Compact Muon Solenoid (CMS) detector at the Large Hadron Collide r (LHC) of CERN we need expert training. This interdisciplinary project requests support (1) for inviting four experienced and more experienced scientists for 6 months each to train RIPNP staff how to set up and develop our GRID station and how to receive, store and handle LHC data, and (2) for sending two more experienced RIPNP scientists to CERN to get knowledge of analysing CMS data using GRID. This transfer of knowledge will enable us to: (1) increase our infrastructure with a powerful and efficient GRI D station; (2) make our research facility more competitive both inside Hungary and internationally, in the European Research Area; (3) participate in the CMS Collaboration in an efficient and useful way; (4) help CERN in its task to store and analyse LHC d ata from 2007 on; and (5) help RIPNP to disseminate this knowledge in Hungary. RIPNP will use this knowledge long after the end of the project, as LHC is planned to work for 15 years. This knowledge will be properly disseminated to young researchers and gr aduate students to be involved in using the GRID station, and also to undergraduate students at the University of Debrecen.
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 'Net-Zero self-adaptive activation of distributed self-resilient augmented services' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

The ambition of the NATWORK project is to set the foundations and deploy the very first economically realistic, energy efficient and viable bio-inspired AI-based 6G cybersecurity and resilience framework for intelligent networking and services, taking a holistic approach and considering all elements in a cross-sector business environment to address the diverse requirements and challenges that arise. The NATWORK project aims to develop a novel AI-leveraged self-adaptive security mechanism for 6G networks based on resilient bio-mimicry principles. The goal is to improve the malleability and the self-resilience of future 6G network ecosystems to offer augmented and secure services at the lowest energy costs. The principle premise is to empower various entities of 6G ecosystems with the ability to self-regulate their conditions to provide service continuity in compliance with service SLAs. The Secure Federated Learning architecture of NATWORK will be based on decentralized defensive AI models embedded in dis-aggregated 6G network physical layer, smart Edge Network Interface Cards and RAN devices with P4-based programmable data plane and advanced DPU acceleration, with local feature extraction at wire-speed and AI model training. Among the key 6G security challenges that NATWORK aims to alleviate are Moving Target Defense and adaptive response to incidents, the employment of Net Zero AI and energy-efficient security for sustainable networks, the Detection of new forms of attacks bearing deep control flow monitoring as well as the elaboration of a continuum of security for payload deployment fostering secure migration of novel forms of in-network operations and secure distributed computations.


**Keywords:** 6G network, 6G cybersecurity, AI, self-resilient networks, anti-jam
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 'A versatile ultrafast Click platform for antibody based radio diagnostics' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Diagnosing cancer as early as possible is one of the most powerful strategies in modern medicine to improvehuman well-being. Antibodies (Abs) are excellent molecules that can be used to target specific tumors. As Absrequire hours to days for accumulating on tumor surfaces, the use of Abs for nuclear imaging (such as PETimaging) is limited by the short half-lives of popular radioisotopes. Therefore, we plan to move the step of radiolabelingfrom the bench to the tumor itself. However, the entanglement of Abs with an artificial chemical probe isone of the most promising but at the same time one of the most technically challenging developmental areas inbiotechnology. Our unique approach is based on the production of “hybrid-Abs”, which combine in only one “click”step the power of synthetic chemistry with the best of biology (“custom-biologics”). Our unique selling points areultra-fast, exceptional bioorthogonal and specific labeling reactions in living organism as well as a both-sidedmodularity of the connection between Abs and chemical probe. By doing so, high contrast visualization of thecancer will become possible.
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 'Characterization of differentiation, anaerobiosis, and stress response in standing liquid cultures of Streptomyces coelicolor by a functional genomics approach' under Sixth Framework.

assistant: **Concept**

Streptomycetes are mycelial soil bacteria that undergo a complex developmental life cycle on solid media,which is accompanied by production of secondary metabolites, e.g.antibiotics. Streptomyces coelicolor is the model Streptomycete and its 8.7Mb genome h as an unusually high number (965) of putative regulatory genes including 65 sigma factors as well as putative gene clusters involved in anaerobic metabolism. The latter was unexpected as Streptomyces are considered to be obligate aerobes. Recently I have s hown that morphological differentiation of S. coelicolor also occurs in standing liquid culture (SLC). After a period of submerged growth, hyphae migrate to the air interface, where they become fixed by a rigid reflecting film. The resulting colonies form sporulating aerial hyphae. In contrast, shaken liquid cultures of S. coelicolor do not differentiate. In addition, SLCs rapidly become anoxic only 1 to 2mm below the surface, implying the existence of metabolic pathways supporting anaerobic growth or enabl ing the organism to survive long periods of low exygen conditions. The proposed project aims to understand growth, stress responses and developmental pathways at the molecular level in S. coelicolor SLCs. This will be done by identifying differentially exp ressed genes in liquid and solid media using DNA microarrays and proteomics. The roles of the identified genes in morphological differentiation, stress and anaerobic/microaerophilic growth will be investigated using the rapid PCR-di rected gene-disrupti on method developed at the host institute, and through biochemical characterization of selected proteins. The project will be carried out at the John Innes Centre (JIC) under the supervision of Dr. M. Buttner and Dr. G. Sawers. The JIC offers a stimulating resea
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 'Control of citrus virus diseases important in the Mediterranean area and South America - development of molecular probes for quick detection of severe strains of citrus tristeza virus - ctv - and psorosis-ringspot' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

The main objectives are as follows:* To develop quick and specific procedures to discriminate between mild and severe strains of citrus tristeza virus (CTV) and set up a simple protocol for detection of severe CTV strains in field trees or nursery plants.* To use this technology for a)early screening of mild CTV isolates with protective capacity against severe isolates and b) monitoring cross protection in the field.* To develop quick and reliable methods to diagnose and characterize psorosis-ringspot isolates from the Mediterranean area and South America.* To search for the natural vector of psorosis-ringspot in the South American areas where this disease naturally spreads.Expected OutcomeThe results obtained in this project should provide technology to better control severe CTV isolates through eradication of new foci, sanitary control of nursery plants or cross protection. Measures a) and b) would be helpful in Mediterranean countries where severe isolates are uncommon, and measures b) and c) in South American areas where those isolates are widespread. Nucleic acid sequences from psorosis ringspot virus will give new insight on this new type of virus. Specific probes for quick detection of this virus and the possibility to control psorosis-ringspot vectors in South America will allow to control this disease.The key activities envisaged are:* Comparison of a panel of isolates of different biotype by SSCP analysis and sequencing those gene variants that might be associated to pathogenic characteristics. The diverging sequences will be used as targets for diagnosis of specific isolates by hybridisation or PCR. A simple protocol using tissue prints and nonisotopic probes will be assayed for field sampling.* Mild isolates checked for the absence of minor pathogenic compon
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 'General-purpose Robot for Object-retrieval in Warehouses' (GROW) under Horizon 2020.

assistant: **Objectives**

The current boom in e-commerce is challenging the logistics industry because shipment volumes are growing rapidly and online retail typically requires more logistical work per item compared to traditional brick and mortar retail. Manual picking is currently preferred when the number and variety of objects increases because automation becomes increasingly challenging. The specific need addressed in the project is the robot-based automatic collection of sets of small objects in weakly-engineered warehouses. The goal of the project is to address this need by the realisation of the innovation potential of the GOAL-Robots FET project technology applied to industry-relevant warehouse environments. In particular, the project will show that the “open-ended autonomous learning” technology developed within the GOAL-Robots project allows the creation of general-purpose robots for object-retrieval capable of autonomously learning to reach, grasp, and collect a large variety of objects, independently of their shape, rigidity, position, and orientation on shelves. This technological transfer will be achieved through three objectives: (a) the implementation of a demonstrator to show the potential of the technology to the target stakeholders; (b) the technology assessment of the GROW solution involving relevant stakeholders and partners for technology transfer, validating the innovation and its commercial viability; (c) the development of the business case and plan, the dissemination of the solution, and the preparation of communication material to reach potential stakeholders and support the implementation of an effective marketing strategy.


**Keywords:** Autonomous robot, artificial intelligence, warehouse logistics, weakly engineered environments, demonstrator, stakeholder reachin
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 'Ultra Legionella Inmunoanalysis System for Early Sensing', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The general objective of ULISENS project will be focused on the commercial development and further commercialization of an automatic early warning system able to detect and quantify Legionella species in water. The system integrates an innovative fast detection automatic module able to carry out “in situ” analysis in real-time based on information and communication technologies to minimise the time for obtaining results. ULISENS will have the following functionalities:- Faster response time, with a time reduction of up to 99% compared with standard  laboratory tests (1h vs 288h)- Greater reliability thanks to the certified detection and enumeration technology (accuracy of detection higher than 99%)- Lower cost, with reductions of up to 84% compared with standard laboratory tests (8€ per test vs 50€ per test)- Direct sampling from user’s network in real-time, no technical staff needed.- Sustainable detection biotechnology without maintenance - No hazardous waste generation  (no biological waste)- Customizable online early warning module with internet connection to prevent users from risk.Apart from the previous technological objectives, ULISENS has also the following specific objectives:- To develop a business and exploitation plan, including the assessment of the cost‐effectiveness and exploitation potential of the solution. - To tackle  main bottlenecks and barriers for the full commercialization of the innovative technologies, mainly related to legislative and regulatory aspects in each country.- To widely disseminate project outcomes to stakeholders and end‐users, strengthening synergies with other initiatives and platforms to reach the maximum impact.- To analyse market and business strategies in the sector in order to find the best combination of external agents an
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 'SySTEM 2020: Connecting Science Learning Outside The Classroom' (2014-2020).

assistant: **Concept**

SySTEM 2020 will focus on science learning outside the classroom, mapping the field across Europe, evaluating a number of transdisciplinary programmes to design best principles for educators in this field, and also examining individual learning ecologies by piloting self-evaluation tools for learners which will document science learning outside of the classroom. This study will map practices in 19 EU countries, including in-depth studies in 8 of these countries, covering learners between 9 - 20 years from various backgrounds including those from geographically remote, socio-economically disadvantaged, minority and/or migrant communities.


**Keywords:** science education
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 'Politics and aesthetics of indexical representation in digital games and VR' in the context of a Horizon Europe call.

assistant: **Objectives**

Many contemporary digital games and VR experiences – including the Assassin’s Creed series of historical games – claim to provide realistic representations of places or people. But how is this realism achieved and which places and people get included? To answer this question, GAMEINDEX focuses on indexical representations – traces of real-life objects or people in the simulated worlds of digital games and VR. Such indices include 3D scans of buildings or the likenesses and performances of actors who provide motion capture data. GAMEINDEX will investigate indexical representation in digital games and VR using the following methods: 1) ethnographic on-site research of indexical techniques, such as motion capture and photogrammetry, 2) qualitative analyses of selected games that represent peripheral locations or groups of people, 3) analysis of the public discourse about indexical techniques. In the final step, the project will synthesize empirical findings into a theory that will chart the relationships between production practices, game content, and public discourse, elucidating political and aesthetic dimensions of indexicality.Due to the pressures to succeed on the globalized market, games have underrepresented and misrepresented peripheral locations and underprivileged groups of people. So far, studies of representation in games have focused on tropes and stereotypes within the games’ content. Thanks to its focus on indexicality, GAMEINDEX will provide a breakthrough in the study of media representations by transcending close readings and content analysis and studying how representation arises in the production process. The resulting theory will serve as a tool for critique, helping us understand how real locations and people are being exploited and reconfigured into