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

user: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'Financial Education in the Workplace: Combining Experimental Evidence with Administrative Data'.

assistant: **Innovation**

Understanding and managing personal finances is crucial for promoting individuals’ financial and economic well-being. Yet, financial literacy remains low globally, with only one-third of people understanding basic financial concepts. In addition, socioeconomic and gender financial literacy gaps persist, exacerbating social inequalities. Increased complexity of financial markets and personal responsibility due to longer life expectancy, the emergence of private pension plans, and the digitalization of banking underscore the need for national strategies to promote financial literacy. Those can empower individuals, enhance financial stability, and promote inclusive economic development.FINforALL will evaluate the impact of a large-scale financial literacy intervention on the working population in Portugal, a developed country with below-average financial literacy. It investigates how financial education shapes individuals’ financial knowledge and behavior and how these effects extend to co-workers, firms, and local economies. While financial literacy programs have been studied globally, this project analyses often-overlooked spillover effects, which are important to designing cost-effective interventions.The experimental design involves three randomization units: municipalities, firms, and employees. It combines survey data collected during the experiment with unique administrative data at the individual level (credit registry, tax filings, property registry, and private banks’ transactions) and firm-level (financial statements and matched employee-employer). These data allow me to examine the short- and long-term effects on individual outcomes, such as assets, credit, income, consumption, saving, employment, entrepreneurship, and broader effects on firms and local economi
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 'Function and Evolution of Attack and Response Strategies during Allelopathy in Plants' in the context of a Horizon 2020 call.

assistant: **Objectives**

In natural and agricultural habitats, plants grow in organismal communities and therefore have to compete for limited resources. Competition between different crop plants and between crops and weeds leads to losses of potential agricultural product and requires heavy use of fertilizer and herbicides, with negative effects for the environment and human health. Plants have evolved various strategies to outcompete their neighbours and to secure their access to resources; one of them is the release of toxic chemical compounds into the soil that interfere with the growth of neighbouring plants. Many of today’s major crops, such as wheat, rye and maize, produce phytotoxins. Conversely, crop species also suffer from chemical attack by other plants growing in their vicinity. Although many of the chemical compounds applied in this biochemical warfare have been identified, we know little about how they act in the target plant; neither do we understand how some plant species are able to tolerate this chemical attack.FEAR-SAP studies the genetic architecture that underlies biochemical plant-plant interference and the evolution of weed resistance to crop-released phytotoxins. To this end it employs a comprehensive array of molecular genetics, genomics and metagenomics analyses, unprecedented in the research on plant-plant competition. The aims of FEAR-SAP are to uncover the molecular targets of plant-derived phytotoxins and to identify the genetic components that are essential for tolerance to these substances. Moreover, FEAR-SAP investigates how the microbial community that is associated with the plant might enhance efficiency of the donor and/or mediate tolerance of the target plant. Ultimately, we will use this information to explore intelligent engineering of more refined and co
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon Europe proposal on 'Edible technology for the Autonomous Tracking of gastrointestinal health'.

assistant: **Concept**

EAT will demonstrate the first Proof-of-Concept (PoC) of a fully edible smart pill for safe, accessible, and autonomous monitoring of gastrointestinal (GI) physiology. GI, metabolic, and nutritional disorders represent a growing global challenge, with high prevalence, rising healthcare costs, and major impact on quality of life. Breakthroughs in their prevention and timely treatment require continuous monitoring of GI physiology, but suitable tools are still missing. Available ingestible technologies, such as capsule endoscopies and smart pills, are powerful, but are costly, present health hazards that limit the population who can adopt them, typically require medical supervision, and may contribute to electronic waste if not recollected after excretion. These features make current ingestible devices completely unsuitable for continuous monitoring of the GI physiology, as part of daily routines and point-of-care settings.EAT will validate an edible smart pill PoC with in-vitro experimental tests in simulated GI fluids. Built entirely from materials proven safe for ingestion, including edible batteries, sensors, and circuits, the pill naturally decomposes in the digestive tract, avoiding retention risks and electronic waste. Its initial application will target gastric emptying time, a key parameter for GI motility disorders, metabolic health, and drug absorption. The pill transmits signals via intrabody communication to an external patch, which manages processing and wireless transfer. This shift reduces the pill complexity and power needs, enabling viable edible electronics for safe and accessible monitoring.EAT builds directly on the ERC Consolidator Grant ""Electronic Food"" (ELFO) and will deliver the first proof of feasibility of edible electronics in real-world hea
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 'Secured and Intelligent Massive Machine-to-Machine Communications for 6G' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

To satisfy the expected plethora of demanding services, 6G is envisioned as a revolutionary paradigm to carry forward the capacities of enhanced broadband, massive access, and Ultra-reliable and low latency services in 5G wireless networks to a more robust and intelligent level. This move will introduce significant new multidisciplinary research challenges emerging throughout the wireless communication protocol stacks, including the way the mobile network is modelled and deployed. The structure of 6G networks will be highly heterogeneous, densely deployed, and dynamic. Combined with the tight quality of services, such complex architecture will result in the untenability of legacy network operation routines. In response, artificial intelligence (AI), especially machine learning (ML), Semantic Communication and Digital Twin (DT) are emerging as solutions to realize the fully intelligent network orchestration and management. By learning from uncertain and dynamic environments, AI-enabled channel estimation and spectrum management will open up opportunities for bringing the excellent performance of Ultra-broadband techniques into full play. Additionally, challenges brought by Ultra-massive access concerning energy and security can be mitigated by applying AI-based approaches. The overall research objective of the SCION project is to develop and design the network systems for seamless wireless access for Secure and Intelligent Massive Machine-to-Machine Communications for 6G. In addition to technology development, to meet the urgent needs for the future working force of the coming 6G era, this collaborative project will create a training network for Doctoral Candidates who will contribute to the design and implementation of future 6G networks.


**Keywords:** 6G, Digital Twi
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 'HI-EURECA-PRO (HERITAGE INNOVATION IN EURECA-PRO ALLIANCE)' to be submitted under Horizon Europe.

assistant: **Abstract**

Heritage as a source of identity, sharing, cohesion and history safeguards European values and cultivates broad European mentality of inclusiveness. This project aims to investigate the potential of heritage-based innovation for sustainable economic and social development in rural and urban communities in Poland, Greece and Romania and to identify best practices for fostering heritage-based innovation across the region and beyond (in pan-European and international collaborations). An Alliance of universities of widening (Poland, Greece and Romania) and non-widening countries (Austria, Belgium, Germany, and Spain) will develop specific measurable methods, tools and procedures for material sustainability in heritage. The main goal of the HI-EURECA-PRO project is to reach research excellence based on the heritage of regions in HEIs of three widening countries through targeted innovations supported by EURECA-PRO Alliance partners. To implement the above general goal, industrial, cultural, and mining heritage demos are planned to become Demos pilots in the actions of the project.Therefore, in accordance with the priorities and objectives of the call, the development of innovative methods, tools and processes for material sustainability in heritage will:•Create a robust regional innovation ecosystem including all parameters of the innovation quintuple helix: environmental, social, economic, political and academic•Introduce new and upskilled knowledge, which will be available to all interested parties. •Contribute to new research careers in HE with hands-on experience in involving the industry, the society and the government•open new roads for collaboration between the HEI and the market sector in the testing and application of sustainable materials, tools and methods•Will sup
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 'Bright-red surface emitting lasers' (BREDSELS).

assistant: **Innovation**

The primary objective of this proposal is to overcome the current technological difficulties associated with the production of efficient, high power (1 mW) AlGaInP-based visible vertical cavity surface emitting laser (VCSEL) arrays capable of operating at 50°C. In particular the consortium wishes to develop a 1 x 8 VCSEL array operating at 650 nm that is coupled, in a self-aligning fashion, to a multimode plastic fibre ribbon. This module will in principle form the basis of a cheap, rugged and high data-rate optical interconnect system designed to operate at the attenuation minimum of low cost plastic fibre.As copper co-axial cable approaches its ultimate limit in data band-width, the demand for a widespread and high speed optical distribution of data becomes ever more acute. A particularly attractive solution to this problem is based upon the parallel transmission of data over multimode plastic fibre ribbon using arrays of VCSELs as the optical source. The combination of the VCSELs intrinsic high speed, planar geometry and almost ideal beam profile coupled with the exceedingly low cost of plastic fibre make this a potentially very low cost and high data rate (> 1 Gbit/s) distribution system. Although such systems are being developed using a range of different wavelengths, no VCSEL operating at 650 nm is currently capable of meeting system specifications. This consortium proposes to fill this technological gap.The consortium partners propose to accomplish this objective by distributing effort across four areas. Firstly VCSELs will be fabricated using both conventional and hybrid designs. Conventional VCSELs use all semiconductor Distributed Bragg Reflector (DBR) mirrors, while the higher risk hybrid designs use dielectric based DBR mirrors. This dual approach to VCSEL f
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 'Open social transport network for urban approach to carpooling' (SocialCar) under Horizon 2020.

assistant: **Objectives**

SocialCar is an Intelligent Transport System based on an innovative approach to transport demand management, and more specifically to carpooling in urban and peri-urban areas. SocialCar’s main objective is devopping a new communication network for intelligent mobility, sharing information of car-pooling integrated with existing transport and mobility systems. It will be achieved by means of powerful planning algorithms and integration in a liveable environment of big data related to public transport, carpooling and crowdsourcing in order to provide the final user with a simplified travel experience allowing comparison and choice between multiple options/services.SocialCar will take advantage Social Media to communicate, share information and  provide the best just-in-time notifications to the travellers.SocialCar will  take advantage of the ever growing connectivity of people and objects and the propagation of Internet services, the potential of Future Internet and the availability of GNSS based location and social media to create an integrated mobility service with the potential to sensibly reduce mobility problems of European citizens.SocialCar will capitalise on a strong pan European team with a solid background in social, psychological and economic sciences, the involvement of 10 European urban sites will prove the concepts' validity and business case. SocialCar General Objectives are to: • contribute to the EU2020 targets on energy efficiency and renewable energy sources reducing congestion by improving and maximising connectivity and information in real-time • overcoming the limitations of current carpooling practices moving from long trips to effective urban and peri-urban use• validate green driving support systems, active management based on European GNSS• iden
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 'Smart organisation for small services' to be submitted under Fifth Framework.

assistant: **Abstract**

The project is aimed at developing a methodology and an Internet-based ICT platform to support constitution, operation and dynamic adaptation of a new organisation for the supply of small services, in particular provided for people. The objective of the SOSS Project is transform existing but weakly structured and dispersed organisations, at times composed of single individuals, into a structured and smart organisation. The proposed organisation relies on the introduction of an intermediate entity between customer and service supplier, the Smart Central Unit (SCU), which interacts with customers and service suppliers via Internet. The project outcome includes the SOSS organisational model, an ICT platform, a methodology, and the constitution of one or more SOSS organisations.Objectives:The project objective is to transform weakly structured and dispersed organisations, at times made of single individuals, into a structured and smart organisation. To this purpose, the project develops a methodology and an Internet-based ICT platform to support constitution, operation and dynamic adaptation of a new organisation for the supply of small services, especially provided for people. The demand is dramatically increasing, because of the new family structure made of few, busy persons that have neither time nor skill to manage the many, small daily problems. Present service suppliers are not in condition to fully answer this demand as they have very small size, poor means to find new customers, limited competencies and no habit to co-operate. Among other drawbacks, this situation implies losing employment opportunities especially for disadvantaged persons such as youths, immigrants, women and over-fifty unemployed. The proposed organisation relies on the introduction of an intermed
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 'EVALUATING SUCCESS OF FLOODPLAIN FOREST RESTORATION' (ESFFORES), addressing dissemination and exploitation.

assistant: **Impact**

The acknowledgment of the importance of floodplain forests and their vulnerability to human impacts has raised them as an increasing focus of interest by the environmental legislation in Europe and across the globe. As a result, huge amounts of money are being invested worldwide in their restoration. However, very few studies have reviewed the success or failure of those efforts, which raises alarming uncertainties about their effectiveness and seriously jeopardizes the fulfillment of legislation objectives. The aim of this project is to develop tools to evaluate the success of past floodplain forest restoration projects according to ecologically-based quantitative criteria, with the ultimate purpose of giving experience-based prescriptions to land managers to optimize the resources devoted to the implementation of the current environmental legislation. To achieve this goal, a multi-scale field observation approach is proposed. Data on environmental, management and vegetation variables will be recorded in a series of restored, degraded and reference sites distributed across 2 semi-arid eco-regions of Western US and Southern Europe, with paired climatic gradients that cover different reaches of 6 large river basins (Middle Rio Grande, Arkansas, Upper Colorado, Tagus, Ebro and Garonne). For these sites, the capacity of abiotic variables as success predictors will be assessed on the base of different criteria representing ecological functionality, using cutting-edge multivariate statistical techniques. Leading scientists in the field of riparian restoration ecology will supervise the project in Europe and the US, within the context of well established research institutions well-suited to support the work. Given Dr. Eduardo González’s strong background and history of succes
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 'Decentralized economies and the theory of complexity' (1994-1998) under Fourth Framework.

assistant: **Objectives**

We consider the fundamental theoretical problem of economic coordination in a decentralized economy. As the recent empirical evidence pertaining to Eastern Europe suggests, decentralised trade entails deep questions that economic theory does not yet offer an answer to. The central problems with which economic theory is concerned remained the same since Smith (1776): How, why, and when does the 'invisible hand' work? As a decentralised economy consists of a large number of locally interconnected and interacting rational agents, who are all continuously pursuing advantageous opportunities, these questions may very well be studied in the framework of the theory of complexity. The complexity approach takes as given simple microeconomic properties, and tries to understand how the macroeconomic dynamics (both short-term and long-term) of a decentralized economy can be the aggregate result of the process of interactions between many of such individual agents.