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

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'improving Research Ethics Expertise and Competences to Ensure Reliability and Trust in Science' (2021-2027).

assistant: **Innovation**

The research ethics process is facing increasing challenges at a global level: new and emerging technologies present challenges to ethics reviewers who may be unskilled in the relevant fields; increased internationalisation of research has led to fears of ethics dumping; and there is a lack of standardisation across Europe and the world. A key objective of national and EU research policy is to ensure compliance with the highest standards of research ethics. Given the impact of research on society, in terms of potential to generate innovative solutions to problems, and yet with the associated risk of harm, rigorous ethical research conduct is essential to ensure public trust in the scientific endeavour. irecs will address these problems in four ways. First, it will scan and map existing needs raised by new and emerging technologies in European and global research ethics communities. Second, it will produce and implement training materials for European and global audiences in research ethics communities. Third, it will conduct and permanently establish training programmes. Fourth, it will propose adaptations to the research ethics process in Europe. Through a unique blend of expertise, global partners and the involvement of European research ethics networks as partners or members of the Stakeholder Advisory Board, irecs will develop a fresh awareness of research ethics and sustainable, multi-purpose, multi-language interactive training programmes for different users. The project thus extends ENERI and the Embassy of Good Science into a horizontal community of research ethics practitioners, policy makers and other key stakeholders.


**Keywords:** Ethics review; Ethics training; Ethics dumping; Research ethics; Stakeholder engagement
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 'Energy Efficient Design with Dynamic Metasurface Antennas' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Reducing greenhouse gas (GHG) emissions is a worldwide priority and one of the Horizon Europe Missions. Smart cities, e-banking, industrial automation, and the Internet of Things (IoT)  together with other multiple services enabled by mobile communications  contributed to reduce around 2,135 million tonnes of GHG emissions in 2018, giving raise to the so-called enabling effect of mobile technologies. 5G and 6G are expected to even increase this effect by delivering an unprecedented fabric of massive connectivity to millions of users and interconnected devices. Paradoxically, despite being more efficient in terms of transmitted bits per joule, a 5G cell could consume up to 140% more energy than a 4G one for covering the same area, mainly due to the use of massive antenna arrays, higher frequency bands and high base station (BS) density. With 73% of the total energy consumed in the radio access network, designing more efficient BS hardware and an energy-aware network design arise as mandatory directions. In this project, an energy efficient design of 5G and 6G networks will be addressed. First, the use of the recently proposed dynamic metasurface antennas (DMAs) will be explored as alternative to conventional arrays, characterising the energy savings provided by these structures. Second, intra-cell (turning off parts of the DMA at the BS) and inter-cell (switching off entire BSs) sleep modes algorithms will be designed for low load periods of time, accounting for the interaction between them while meeting quality of service constraints. Finally, the proposed solutions will be validated, and the benefits with respect to conventional and state-of-the-art approaches.


**Keywords:** Energy efficiency, 5G, 6G, metasurface antennas, sleep modes, network optimization
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 'Materials system for surface protection and sealing' under Fourth Framework.

assistant: **Concept**

Objectives and content: The industrial objectives of the MaSSPS project are to develop a fully integrated corrosion protection system, from the substrate pre-treatment to the final sealing of the structure for application in the aeronautical manufacturing industry. The aim is to reduce emissions of organic material into the atmosphere, completely replace chromium in all corrosion protection systems, improve product reliability/performance, and hence, reduce the cost of scheduled and unscheduled maintenance. New materials will be developed, that will be more environmentally acceptable than the existing processes.The new materials include, new chromate free primers, powder topcoat, high adhesion, low-density polysulphide based sealant, plus non-toxic conversion coatings. In all cases the corrosion protection will be supplied by non-chromate inhibitor systems. The technical objectives are to develop these materials, such that their performance meets or exceeds the existing aerospace materials, in terms of corrosion protection, adhesion, mechanical properties and ease of handling. All the new materials must be mutually compatible, and also be compatible with a range of existing materials, in order to repair old aircraft.Key products developed and fully evaluated in the MaSSPS project will include:- a chromium free conversion coating;- a low VOC (<350gl-'), chromium free primer;- a water based (<250 gl l), chromium free primer;- a low temperature (<120ÐC), rapid cure (<20 minute) powder topcoat;- a chromium free, high adhesion, general purpose polysulphide based sealant, and;- a low density (p<1.5), high fuel/water resistant, high adhesion polysulphide based sealant. BE97-4291
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 'Genomcore Identity: databank proxy for DNA fingerprinting from whole exome/genome for biometric identifica-tion' (2014-2020).

assistant: **Innovation**

Genomcore aims at creating a new compatible interface for DNA-based biometrical identification consider-ing the exponential growth of public (governmental) and private repositories of complete genomic se-quences. These genomic databanks, containing Whole Exome Sequencing (WES) and Whole Genome Sequencing (WGS) data, commonly used for healthcare and biomedical purposes, can be a massive source of inexpensive and reliable DNA fingerprints with broad applications in forensics, law enforcement and identification purposes. This system will be based in the count of short-tandem repeats (STRs) allowing collation with existing CODIS and CODIS-based databases . Additionally, the company wants to explore a method for generating DNA fingerprinting based on the hashing of Single Nucleotide Polymorphisms (SNPs), which can lead to a potentially cheaper and fast-er mechanism for collating biological samples with the database. The generated fingerprints will always be complete-ly devoid of any personal, health or private information, thus enabling identification while ensuring privacy protec-tion. Genomcore Identity can represent a qualitative leap in biometric identification since: 1.Addresses the controversial topic of using public and commercial genomic databanks for biometric identification, while preserving the privacy of the DNA donors through the proxy.2.Provides a controlled, extremely valuable and yet inexpensive solution to authorities for collating new DNA profiles with already existing genomic databases, extending DNA forensics to use cases that are unfeasible nowadays (i.e., a fast identification of large cohorts of victims in accidents or terrorist attacks). 3.Provides legacy compatibility with CODIS profiles but also offers a new option to use SNP hashes, offering higher
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Emotion Recognition: A Statistical Learning Approach'.

assistant: **Objectives**

Statistical learning refers to the ability to learn through the discovery of patterns and structures. I propose to investigate emotion recognition using a statistical learning perspective in order to understand (i) why some emotions are harder to recognise than others; and (ii) why individuals with autism spectrum disorder (ASD individuals) have more difficulty recognising emotions than neurotypicals (i.e., individuals without autism).I argue that part of the difficulty in recognising certain emotions lies in how reliable or consistent the auditory and visual cues are in signalling the emotion. That is, if particular cues consistently signal or have a high probability of signalling an emotion (e.g., 'happy' is consistently signaled by squinty eyes and grin/smile), then that emotion would be easier to recognise than emotions that are signalled by inconsistent cues (e.g., sarcasm may have varied expressions depending on the individual, context, etc. and so sarcasm would be more difficult to recognise). To investigate this, I will use an audio-visual emotion database that is currently under development to quantify the variability of cues across speakers in signalling the intended emotion.I propose that the difficulty ASD individuals have with recognising emotions lies in a general difficulty with consolidating probabilistic information. In terms of emotion recognition, this would manifest as a difficulty with making a correct inference of the intended emotion given particular cues, which vary in their probabilities in signalling the emotion. To investigate this hypothesis, I will conduct a behavioural and a neural experiment comparing ASD individuals with neurotypicals on probabilistic learning to determine whether group differences exist and whether probabilistic learning
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 'Mobilization of innovative design tools for refurbishing of buildings at district level' (MODER), addressing dissemination and exploitation.

assistant: **Impact**

MODER vision is cost-effective, energy-efficient and user-oriented refurbishment of buildings as part of the global energy system. The main objective of MODER is to increase business of engineering companies, energy managers and consultants in supporting municipalities and building owners in European and global markets for the refurbishment of buildings at district level.The project will develop, demonstrate and mobilize design tools, processes and business models for efficient refurbishment on building and district level. Design tools will enable evaluation of different retrofitting alternatives at different stages of projects, consideration of district level impacts and simultaneous consideration of cost and energy efficiency. Process development aims at sustainable retrofit design especially by developing models for procurement and models for design management.  Business models focus on  the generation and delivery of distributed energy to support new retrofit solutions which enable the use of local renewable energy sources.MODER consortium consists of 10 partners including 2 large engineering companies, 2 research and technology organisations and 6 SMEs of which one is a public energy manager. All partners are aiming at developing their engineering and / or consultation business towards refurbishment of buildings at district level. 4 partners aim at reinforcing their engineering or consultation business in areas outside Europe.


**Keywords:** Energfy-efficiency, renewable energy, refurbishment, district, design tools, process, business models
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 'Development of novel computational biology pipeline for the efficient classification of titin SNPs for clinical use' in the context of a Horizon 2020 call.

assistant: **Objectives**

Mutations in the giant muscle protein titin are a major cause of heart disorders in human populations. Routine DNA screening of patient cohorts is now becoming feasible, with a staggering number of titin truncations and missense single nucleotide polymorphisms (mSNPs) rapidly accumulating in genomics databases (>17,000 mSNPs). While the link between titin truncation and disease is now becoming clarified, detecting the pathogenic potential of mSNPs remains a substantial challenge. In mSNPs classification, bioinformatics evaluation is a necessary first filtering step, but existing predictors are poorly reliable. To address this problem, we aim to develop a new titin-centric scoring function that predicts the mechanistic effect of an mSNP exchange in the titin protein by considering the specific characteristics of its poly-domain chain. For this work, we will build a medium-throughput molecular diagnostic pipeline that harvest existent structural models of titin components in estimating mSNPs-induced changes in free energy and conformational dynamics in the protein. Calculations will be benchmarked against experimentally obtained biophysical and biochemical data. To develop this methodology, we will use a clinically pertinent training set of 75 mSNPs. However, in a subsequent step, stable predictions will be extrapolated to the rest of the titin chain by exploiting the repetition of structural and functional loci within the chain. A titin map of vulnerability “hot-spots” so calculated will be distributed to the research community. Ultimately, we aim to produce a tool that can aid clinicians to identify patients at risk of developing a titin-based heart condition at early disease stages, where intervention is still 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 clear, measurable objectives and define the scope for the project 'Integrated Computational Platform for Efficient Real-time Structural  Monitoring and Decision Support from Augmented Digital Twinning' (INCREASER) under Horizon Europe.

assistant: **Objectives**

The ERC-PoC INCREASER project aims at revolutionizing industrial practice in terms of computer-based monitoring and predictive maintenance applied to complex engineering structures. For this purpose, the core of the project is the development, implementation, and qualification of a multifunctional computational platform that integrates advanced numerical strategies for real-time assimilation of sensor data, reliable diagnosis and prognosis from on-the-fly model updating and enrichment, as well as safe command synthesis. This platform will facilitate a dynamic bidirectional interaction between physical and virtual assets. It will promote hybrid twinning by mixing data-driven and physics-based computational approaches, and by incorporating prior engineering expertise. Commercial applications for multiple end users are already identified. The platform will be made accessible by licensing, with sufficient flexibility to be easily connectable to existing industrial software environments, and customizable to specific practical needs. During the project, a first application of the proposed cutting-edge digital tool will be conducted on offshore wind energy assets by taking advantage of an active academic/industrial existing collaboration. This benchmark will illustrate the platform enhanced capabilities and demonstrate its overall interest for further use in various companies.
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 'Sex differences in expression in the shared genome' under Horizon 2020.

assistant: **Concept**

Males and females in many animals are strikingly different in behaviour, physiology, shape and form. In humans, rates of ageing and disease incidence vary markedly between the sexes. Moreover, sex differences in response to medical therapies and treatments have recently become an area of major biomedical concern. Because there are very few sex-limited genes, sex differences are largely a product of contrasting gene expression patterns between males and females4. Despite their ubiquity and clear biomedical importance, the evolutionary causes of sex differences in gene expression remain essentially unknown and pose a fundamental problem for biologists: How do sex differences evolve given that the sexes largely share the same genome?My research addresses this fundamental question using two approaches: (1) a data-driven, large-scale phylogenetic approach, and (2) an experimental manipulation of chromosome dose in Drosophila melanogaster. The results from this project will create comprehensive understanding of sex-specific gene regulation and evolution. This broad research has important implications for medical, developmental and evolutionary studies of sex differences and addresses a key aim, as identified by the European Commission, for research excellence in Horizon 2020.
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 'Promoting comparative quantitative research in the field of migration and integration in Europe' (PROMINSTAT), addressing dissemination and exploitation.

assistant: **Impact**

With the Amsterdam Treaty and the increasing competence of the European Union in the field of migration, integration, anti-discrimination and asylum, the need for comparative data in the this area has been increasingly recognized.Social scientists, on the other hand, have a much broader agenda for comparative research, that goes beyond the immediate needs of policy makers and requires much more sophisticated data as well as knowledge about datasets that might be used for comparative research purposes. The objective of the project is to promote comparative quantitative research in the field of migration and integration.It will do so in three respects: First, an online accessible database will be established, based on a database developed in a pilot project and containing essential technical information on statistical datasets in 27 European countries as well as the variables included in these dataset. Second national data collection systems will be systematically described in the form of brief country report, which will provide essential contextual information necessary to understand statistical data in the area of migration and integration more generally.Third, and most important, thematic studies will explore the possibilities for, and the possible limitations on conducting research in a number of different thematic areas based on an evaluation of the datasets included in the database. Through the thematic studies, the online portal will also serve as a platform for the discussion of fundamental methodological problems in this field as well as a tool for dissemination of project result.
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 'Deep Bias: Examining the Cognitive and Physiological Underpinnings of Intergroup Prejudice' (DeepBias), addressing dissemination and exploitation.

assistant: **Impact**

Intergroup prejudice gives rise to some of the darkest aspects of human behavior, including discrimination, violence, and inequality. In recent years, the harmful repercussions of intergroup prejudice have become increasingly evident, with the global rise of populist, far-right political movements centered largely on the exclusion of ethnic and religious minority groups. But what factors shape an individual’s degree of prejudice, and why do some people generally tend to develop greater animosity toward social outgroups? The state-of-the-art typically explains individual differences in prejudice via complex attitudinal and motivational factors (e.g., political conservatism, need for closure). However, the deeper cognitive and physiological underpinnings of prejudice remain largely unexplored.    This gap in our theoretical understanding also has important practical implications: recent analyses suggest that most prejudice-reduction interventions – based on the current leading theoretical perspectives – have little or no effect, and can at times even increase prejudice. Taken together, these trends reveal that there is a pressing need for research that can provide a deeper understanding of the sources of prejudice, to fill this theoretical gap and help develop effective prejudice-reduction interventions and other means of countering bias.    In this Marie Skłodowska-Curie Action, called “DeepBias,” I take a fundamentally different approach to the study of intergroup prejudice, examining how individual differences in implicit (i.e., nonconscious, uncontrollable) sensitivity to threat shape an individual’s prejudice. In this work – building on recent pilot data I have collected in preparation for this MSCA – I utilize cutting-edge cognitive and physiological measures to adv