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 an impact statement for 'Feasibility to develop reference measurement systems for Thyrotropin (TSH) and for free Thyroxine (FT4), and validation of reference measurement systems (procedure and material) for Thyroxine (T4) and Triiodothyronine (T3) in human', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

This proposal addresses in-vitro diagnostic procedures in Thyroid Disease (TD) in the light of the traceability demand of the EC IVD Directive and its supporting EN ISO Standards. The prevalence of TD worldwide is high, particularly in elderly women. Clinicians heavily rely on three parameters for diagnosis and monitoring of therapeutic measures in TD:1. Thyrotropin (TSH),2. Thyroxine, Total or Free (TT4/FT4) and3. Triiodothyronine (TT3).There is a high need for standardisation of these measurements. The proposal deals with:a. identifying a sub-group of serum TSH glycoforms, believed to be indicative of hypothyroidism,b. to study the optimal conditions of the step to separate Free from Bound T4, andc. validation of reference measurement procedures for TT4 and TT3 in serum, including the establishment of primary reference materials for T4 and T3.This project proposal has been developed in close collaboration with IFCC/IRMM.
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 'Fish sPAwner – Recruit relationship. Evaluating ENvironmental divers and beHaviOural traits Over life stages with Diverging spatial ecology' (Fish-PARENTHOOD).

assistant: **Concept**

Traditional fisheries management assumes population growth is driven by adult abundance and/or fecundity, similar to terrestrial vertebrates. However, marine fish have complex spawner-recruit systems made up of many traits which differ from terrestrial animals and drive species-specific productivity. This includes extreme fecundity, early life dispersal, spawning site selection, and reproductive behavior such as aggregate spawning. The “reproductive resilience paradigm” (RRP) recognizes these differences and evaluates a suite of fixed, behavioral, and varying traits (based on ecological context) to assess a stock’s vulnerability and productivity. The goal of this project is to apply the principles of the RRP to a species that has been monitored over the long term and has well-documented reproductive behaviors and diverging spatial ecology throughout its life cycle. This data will be used to model movements associated with spawning site selection and reproductive timing, which data will then be integrated into an early life dispersal model. Results will be ground-truthed through juvenile abundance indices and genetic parentage analyses. This ecosystem-based approach, based on the RRP, is on the cutting edge of understanding spawner-recruit relationships, and ultimately being able to predict future fishery productivity, crucial components for sustainable fisheries management in the Anthropocene.


**Keywords:** reproductive resilience, spawning behaviour, larval transport, parentage analysis, red drum
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 'COntext-free model checking for Recursive PrObabilistic pRogrAms' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

IoT and embedded systems are powered by increasingly sophisticated software components, employing machine learning to create devices that perform activities once exclusively carried out by humans. Since these activities may involve significant risks and responsibilities, ensuring the correctness and safety of involved software components is crucial. Probabilistic Programs (PPs) are often employed in AI-powered software, particularly to exploit Bayesian inference, and to model randomized algorithms. Thus, studying verification of PPs can enable verification techniques for ensuring safety and correctness of AI-powered programs. PPs are computer programs that, besides ordinary programming constructs, may contain random choices, and variable assignments according to a random distribution.The CORPORA (COntext-free model checking for Recursive PrObabilistic pRogrAms) project aims at developing new techniques for the verification of Recursive Probabilistic Programs, one of the most expressive classes of PPs. Recursive PPs may contain recursive procedures. Since procedures are governed by a stack, they exhibit a context-free behavior in execution traces: verification of procedural programs has motivated the study of model checking pushdown formalisms. The need for specifying properties concerning the stacks contents has led to the introduction of ad-hoc specification formalisms, including temporal logics featuring context-free-aware modalities, such as CaRet, NWTL and POTL, the latter being introduced by the applicant during his Ph.D.The CORPORA project will extend the context-free model checking framework to recursive PPs, and its research objectives will encompass the theoretical and practical study of model checking thereof. The projects expected results include a model chec
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 'Multifunctional polymer scaffolds for stem cell differentiation' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The field of bioelectronics devices that can translate ionic signals in our bodies into electronic signals, is one of the most remarkable success stories of science and engineering over the last decades. Although such devices have been lifesavers (i.e. pacemakers, glucose meters), recent discoveries are about to change the entire pharmaceutical industry. Organic bioelectronics, devices based on biocompatible polymers, opening new horizons in biomedical engineering. Recent developments in 3D materials and devices show a tremendous potential to deliver human-like platforms for tissue growth, however, these devices are still in their infancy. This project aims to take a fundamental approach to designing composite materials with electrical and optical properties that may be used for a multitude of applications in biomedical engineering. The project proposes the realization of 3D multifunctional scaffolds for stem cell control by blending optically and electrically active biocompatible polymers. Beginning with films, to understand mixing and properties, the project will gain insight into how these materials may be used for biological applications. Subsequently, the materials will be prepared in 3D formats and used to host stem cells. The multifunctional properties of the proposed scaffolds will be used to determine the effect of electrical and optical cues on stem cell differentiation. Stem cells play a key role in tissue engineering medicine as they have already proven effective in developing new treatments. These highly biomimetic platforms and the fundamental knowledge produced in this project will be an invaluable tool to further progress with stem cell research towards therapeutic goals. As such, the outcomes of this proposal can, in the short term, benefit the field 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: Describe how 'Virtual AntennaTM Technology: the Next Generation Antenna for Wireless Devices' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The main objective of the project is to take to market a new disruptive antenna technology (Virtual AntennaTM) which has been patented by Fractus, based on a new element (antenna booster) as replacement of existing antennas in wireless devices such as smartphones, tablets, and laptops. The aim is to obtain a unique miniature and multiband solution (10 times smaller in volume than conventional antennas) for these devices and valid for all frequency bands of operation (2G, 3G, 4G). Fractus is marketing this product and the technology that underpins the project has been validated in real environments, but as specific objectives in this project, the company needs to design and validate new solutions to cover more market needs.The appearance of new mobile bands (4G and future 5G) and smart antenna technologies (LTE/MIMO), adds additional challenges to the integration of conventional antenna solutions inside handset platforms. All these requirements represent a bottleneck of the current technology, meaning a great business opportunity for the Virtual AntennaTM Technology, which as a miniature multiband antenna technology can solve all detected drawbacks by offering advantages (mainly cost, size reduction, off-the-shelf, pick&place maintaining technical performance) for wireless devices manufacturers.A new product will be built upon the novel technology patented by Fractus which presents relevant competitive advantages within conventional and alternative solutions in terms of performance, size, standardization (off-the-shelf) and costs (part+assembly) for potential clients and end users. These aspects, the intellectual property protection and with the huge potential market ahead (more than 2300 million units), represent a great opportunity for a European technology to compete
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 'A comparative Study of Italy-USA on male and female entrepreneurship through the EntreComp Framework' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

WOentrecompMEN aims to further innovative tools and methods to analyse and develop the competencies of entrepreneurs to foster the entrepreneurial potential of both males and females as a source (often under-exploited in the latter case) of economic growth for a society that promotes gender equality in education and entrepreneurship, which align with the objectives and initiatives of the European Union and the Organization for Economic Co-operation and Development.     The project will explore the validity of the Entrepreneurship Competence (EntreComp) Framework, which was developed in 2016 by the European Union to foster the development of entrepreneurial competence, by comparing it with American frameworks and studying the competencies of 30 American and 30 Italian entrepreneurs, of which 50% will be male and 50% will be female, through competency analysis tools, such as behavioural event interviews.    WOentrecompMEN will allow the ER to add value to knowledge of this area of study in Europe, particularly at the Free University of Bolzano (Italy), by transferring, adapting and innovating knowledge on American entrepreneurial frameworks, new methodologies and tools based on competencies, the best training practices of entrepreneurship based on the competencies of a country that stands as a role model in the field of entrepreneurship education and developing a network of the best scholars of entrepreneurship in the world from the Ohio University, Babson College of Massachusetts, the University of Florida and the Tampa University of Florida.


**Keywords:** Entrepreneurial competencies, Female entrepreneurship, Entrepreneurship 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: Write a project proposal abstract for 'Describing Evolution with Theoretical, Empirical, and Computational Tools' to be submitted under Seventh Framework.

assistant: **Abstract**

As evolutionary biologists we are of course motivated by the desire to gain further insight in to the evolution of natural populations. The main goals of this proposal are to (i) develop theory and methodology that will enable the identification of adaptively evolving genomic regions using polymorphism data, (ii) develop theory and methodology for the estimation of whole-genome rates of adaptive evolution, and (iii) apply the developed theory in two strategic collaborative applications. Capitalizing on recently available and soon-to-be available whole genome polymorphism data across multiple taxa, these approaches are expected to significantly improve the identification and localization of recent selective events, as well as provide long sought after information regarding the genomic distributions of selective effects. Additionally, through these on-going collaborations with empirical and experimental labs, this methodology will allow for specific hypothesis testing that will further illuminate classical examples of adaptation. Together, this proposal seeks to Describe Evolution with Theoretical, Empirical and Computational Tools (DETECT), seeking to accurately describe the very mode and tempo of Darwinian adaptation.
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 'Interactive Music Science Collaborative Activities' under Horizon 2020.

assistant: **Concept**

iMuSciCA will – through engagement in music activities – support mastery of core academic content on STEM subjects (Physics, Geometry, Mathematics, and Technology) for secondary school students (aged 12-16) alongside with the development of their creativity and deeper learning skills. To reach this goal, iMuSciCA introduces new methodologies and innovative technologies supporting active, discovery-based, collaborative, personalised, and more engaging learning. These technologies provide students and teachers with opportunities for collaboration, co-creation, and collective knowledge building. In particular, iMuSciCA will deliver a suite of software tools and services on top of market-ready new enabling technologies integrated on a web-based platform. These include: a 3D design environment for personalized virtual musical instruments; advanced music generation and processing technologies to apply and interpret related physics and mathematics principles; gesture and pen-enabled multimodal interaction functionality for music co-creation and performance; and 3D printing for realizing the actual/tangible physical instrument. The platform will be complemented with a suite of interdisciplinary project/problem based educational scenarios for STEAM integrating innovative and stimulating methods in teaching and learning. The iMuSciCA framework will be pilot-tested and evaluated in real learning contexts by a substantial number of students and teachers in three European countries (Belgium, Greece, and France). The project will be implemented in close collaboration of academic and industrial partners, bringing together existing technologies and promoting ground-breaking research in STEAM pedagogy and the involved core enabling technology. As such, iMuSciCA will be a pioneering appr
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 'Hearing protection device with situational awareness and alerts for the Industrial sector', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The industrial sector exposes workers to very high levels of environmental noise that causes serious health problems such as hearing loss, tinnitus, stress, cardiovascular disease, etc. Many of these health problems are easy to avoid, however once they have occurred, they are irreversible. Moreover, there is a direct relationship between loud noises and labour accidents in the industry, since loud sounds are lowering situational awareness. Current Hearing Protection Devices (HPD) have many disadvantages. Firstly, many HPD are bulky, difficult to wear, incompatible with other Personal Protective Equipment (PPE) and hinder manoeuvrability. Secondly, they overprotect workers, which results in worker isolation and further increases the risk of occupational accidents. Many HPDs have a “hear-through” function using an external microphone, electronics and loudspeakers, but the reproduced sound is unnatural, speech is difficult to understand, and they lack the 3-dimensional experience which results in poor situational awareness. To solve the aforementioned problems, we are developing Minuendo® Industry which the world’s first HPD that automatically adjusts noise attenuation to safe and suitable sound levels and thus avoids overprotection. At the same time, Minuendo® Industry preserves a natural sound experience without any distortion. This patent-pending adjustment technology allows for a natural acoustic path and the system gives a smart alert in case of danger. Furthermore, the form factor is comfortable, together with exceptionally long battery life. The global Intelligent Hearing Protection Device market was valued at €366M in 2018 and is expected to be €1.18B by the end of 2025, growing at a CAGR of 15.9%. We aim to obtain 2.2% of the market through established distributio
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 'Purity improvement of scrap metal' (PURESCRAP).

assistant: **Innovation**

The objective of the project PURESCRAP is to increase the use of low-quality scrap grades (post-consumer scrap) by deploying and applying best available technologies to reduce impurities. This is achieved through novel sensor combinations and analysis supported by artificial intelligence. A key part is the connection between scrap sorter and the steel industry which are the consumers of the scrap. This ensures that there is a demand for the enhanced purification and valorisation methods. The steel industry also enables the industrial scale verification of the PURESCRAP methods, where sorted scrap is used for steelmaking in semi-industrial and industrial scale.The shredding process is identified as the most promising method leading to impurity liberation and later removal, for which the site of the Swedish scrap supplier STENA is chosen for demonstration. With a better analysis of the scrap material after the sorting and preparation chain, appropriate material handling can be optimised for desired outputs. During the project, sensor stations will be integrated in the two separate processing chains for heavy (cut) and shredded scrap. The proposed innovation of PURESCRAP has the ambition to go far beyond industrial state-of-the-art to achieve a higher recycling rate of post-consumer scrap (increased share of low-quality scrap over the total scrap input by at least 40% or more) compared to the usual practice for a specific steel quality, whereas realistic grades are e.g., rail steel R260 (1.0623; EN13674) and engineering steel 42CrMo4 (1.7225; DIN EN10083). This clearly contributes to the Strategic Research and Innovation Agenda (SRIA ) of the Clean Steel Partnership, and to the achievement of the European Green Deal goals  regarding circular economy as well as to the reduc
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 Sixth Framework proposal for the project 'A novel, innovative and sustainable technique for the manufacture of biodegradable tree shelters with a know life'.

assistant: **Objectives**

80,000 deaths each year are caused worldwide by natural disasters triggered by weather, hurricane Mitch killed 7,500 in Honduras, China experienced flooding killing 4,000 people, India had 10,000 deaths caused by cyclone Orissa. Human activities have pollute d the atmosphere to the extent of being able to affect the climate, the atmospheric concentration of carbon dioxide has risen to 31%, causing more heat to be trapped leading to global warming and changing weather patterns.One way to reduce carbon dioxide in the atmosphere is through the use of forests to create effectively carbonbanks. Trees absorb the carbon dioxide, which is converted into carbon and stored as biomass. Young trees grow more rapidly and hence absorb more gas. Afforestation is a recognised method for carbon dioxidesequestration and can be used as mitigation under the Kyoto agreement.Our idea is to use natural bio-degradable materials such as flax and hemp in conjunction with a tuned polymermatrix, which has a set life determined by its molecular structure which will break down and bio-degrade naturally with no harmful by-products to produce a lower cost maintenance free tree shelter. It is estimated that the market for tree shelters is worth 400 million world wide, with 25% of the market in Europe giving a European market value of 100 million per annum.The major societal and policy objectives are to improve the quality of life for our citizens; Improve the yield of new tree plantations to absorb 25% more carbon dioxide for the same plantation area through the use of tree shelters. Produce a tree shelter, which fully composts by microbial action harmlessly into the soil within two months of its triggered breakdown. Economic Objectives to improve Competitiveness create a domestic European sales market