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: Write the 'Expected Impact' section for the project 'Empirical and mechanistic foundations for synergistic predictive processing in the sensory brain' (SynPrePro), addressing dissemination and exploitation.

assistant: **Impact**

Humans effortlessly process over 200 spoken words per minute in casual conversation. Speech recognition algorithms still fail at this challenging task. Our superior performance stems from our capacity to predict what the speaker may say next. Understanding how the brain uses these predictions to process the sensory input is crucial to understand perceptual function and dysfunction: dyslexia, autism and psychosis have all been linked to an impaired handling of predictions.Hierarchical predictive coding (HPC) is the current leading framework to understand how predictions help us processing sensory inputs. However, HPC is only compatible with the function and organisation of the cerebral cortex. This is a decisive shortcoming: while only cortical stages have the foresight to perform conceptually accurate predictions, only subcortical stations have the temporal properties required to correctly process fast sensory inputs.SynPrePro will reformulate HPC as an integrated theory explaining how cortical and subcortical stages work together to proficiently process fast and complex sensory inputs like speech.I will use a unique experimental-theoretical approach to study the human auditory pathway as a model for sensory pathways in four work packages (WPs). WP1 will use cutting-edge human neuroimaging to unravel the implementation of HPC in the auditory pathway. WP2 will use innovative model-based neuroimaging to identify the mechanisms responsible for the generation of conceptually accurate and temporally precise predictions. In WP3 I will develop a ground-breaking computational model to identify the neural mechanisms implementing HPC in the thalamocortical loop. WP4 will use big-data analytics to disentangle how cortical and subcortical stages work together to swiftly process spe
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 'String duality symmetries and theories with space-time supersymmetry' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

It is proposed to carry out research aimed at elucidating the phenomenon of duality symmetries in string theory, particularly in connection with the relationship of such symmetries to space-time supersymmetry. It is expected that new realizations of supersymmetries that are manifestly compatible with the duality symmetries will emerge. This will shed light on the symmetry structure of string theory itself and will allow a better understanding of the low-energy string effective actions and their relationship to supergravity theories.
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 'Intelligent and serverless, cloud-based infrastructure for medical diagnostic devices' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

44% of all EU hospitals spend >1 hour per day on repetitive administrative tasks by printing and scanning medical diagnostics data for collection in the patient´s electronic records (EMR). The main reason for this is lack of data transfer possibility from stand-alone systems and failing compatibility of software systems to connect the wide variety of diagnostic hard- and software products. Even when such data transfer software is available, cloud options are not supported and it is too costly to have small players (e.g. hardware producers and clinics) benefit from it. As a consequence, extra manual labour is induced, and potentially crucial data is lost due to the less detailed scans in the EMR.We are Devimetrix S.L. and have launched our Kiversal series in 2019 with the mission to connect all medical diagnostic devices into one medical infrastructure applying IoT approaches. Since then, we have launched a high-connectivity audiometer and are in the process of certifying and launching a spirometer for lung diagnostics. To connect these devices, we are developing KiCloud that forms the basis of our connected approach. KiCloud is a serverless and cloud-based software product that promotes data transfer and processing, and applies deep learning (AI) to support specialists in medical diagnosis.KiCloud is initially offered to the audiologic and respiratory diagnostic market, in which hospitals and audiological centres profit from more efficient healthcare by secure, resilient and fast data handling and processing. As a result, patients benefit from higher quality healthcare and reductions in waiting times and process times due to increased productivity of health professionals. Later, we plan on opening KiCloud up to the entire hospital diagnostics market. Successful deployme
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 Sixth Framework proposal on 'A chromosome marker for natural and anthropogenic change in the predatory marine gastropod Nucella lapillus (L.)'.

assistant: **Innovation**

Nucella lapillus (L.) provides an ideal model for investigating the role of chromosome change in ecological adaptation. It is widely distributed on NE Atlantic coasts, stretching from Northern Norway to Southern Portugal. Dog-whelks on French and English Channel coasts exhibit a numerical chromosome polymorphism, which is highly unusual in showing a correlation with the degree of wave action on the shore, which suggests an adaptive role. This chromosome number variation is accompanied by structural chromoso mal arrangements (inversions and translocations) with the potential to free up functional gene complexes for local selection. Nucella lapillus has featured prominently in studies of tributyltin (TBT) antifouling paints (imposex). There is evidence that a c hromosomal variant may play a protective role in relation to antifouling paint residues. The project will address the question of chromosomal variation in Nucella as a mechanism for adaptation to different thermal environments. Given that the polymorphism was first reported on the French Channel coast six decades ago, and is still present despite the damaging effects of TBT, this provides a unique opportunity to study how chromosome change influences local adaptive capability, and hence the long-term survival of an ecologically important invertebrate species on European shores. The objectives are to use state of the Art molecular and cytological methods, coupled with fine scale shore sampling and laboratory breeding experiments, to test the nature and role o f chromosome change in effecting local adaptation. These investigations will be supported by the expertise and facilities at the Marine Biological Association and Roscoff Marine Laboratory. Nucella lapillus has already been identified a key species by t he Mari
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 'Algebraic combinatorics in europe' (ACE).

assistant: **Concept**

The training that will be offered is on the one hand in the various aspects of Algebraic Combinatorics and related fields. Furthermore, special training is provided in mastering modern computing techniques, and in implementing them for the benefit of mathematical progress. The training programme of the proposed network is articulated in two key actions: the ACE Predoctoral and Postdoctoral Fellowships, and the Summer Schools. The network contract will finance predoctoral and postdoctoral fellowships for a total of 252 person-months. These will be highly competitive fellowships. Predoctoral Fellowships will be for 6 months, renewable up to a maximum of 4 months total. Postdoctoral fellowships will be for 12 months, renewable up to a maximum of 36 months total. Three summer schools will be organized during the duration of the network contract. Each one will last two weeks and will have two main lecturers. We expect the summer school to be attended by a group of probably 10-20 Ph.D. students and postdoctorals.
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 'Training Network for Monitoring Mediterranean Marine Protected Areas' in the context of a Seventh Framework call.

assistant: **Objectives**

The Initial Training Network for Monitoring Mediterranean Marine Protected Areas (MMMPA) aims to train the next generation of MPA scientists and managers, equipping them with a flexible set of skills essential within a wide range of professional environments, including public administration, local authorities, industry and academia. They will focus on the most important aspects that need adequate conservation. In particular, researchers will maturate the experience to: identify species listed in the Barcelona Convention (Protocol ASPIM, Annex II); monitor their distribution and health state; follow adequate experimental designs; evidence spill-over effects; develop fishery management at the local level, develop management guidelines, engage with stakeholders and the society at large. These experiences will stem from a highly interdisciplinary network, leading in taxonomy, ecology, biology conservation, bio-cartography, and socio-economy. Furthermore, they will be trained in a range of soft skills including science communication/outreach, as it is essential at the delicate interface between science, the management of natural assets and the public at large. Training and hands-on experiences will be delivered by a strong network of world-class experts in MPA management which will provide a highly focused learning environment. The consortium includes 7 Full (5 Universities, 1 Research centre, 1 SME) and 6 Associated partners (4MPAs, 2 SMEs), and will recruit 10 ESRs (360pm) and 4 ERs (24pm).  Both Full and Associated partners have strong collaborative links with other (MPAs) scientists, professionals and managers and are, therefore, well placed to deliver a comprehensive training network. The planned rotation will expose ESR/ERs to each partner, enhancing intersectoral exch
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an executive summary for the EU project 'Cognitive Systems that Self-Understand and Self-Extend' (CogX) targeting Seventh Framework.

assistant: **Abstract**

The challenge laid out in this call is to understand the principles according to which cognitive<br/>systems should be built if they are to handle novelty, situations unforeseen by their designers, and<br/>open-ended, challenging environments with uncertainty and change. Our aim is to meet this challenge by creating a theory -- evaluated in robots -- of how a cognitive system can model its own knowledge; use this to cope with uncertainty and novelty during task execution; extend its own abilities and knowledge; and extend its own understanding of those abilities. Imagine a cognitive system that models not only the environment, but its own understanding of the environment and how this understanding changes under action. It identifies gaps in its own understanding and then plans how to fill those gaps so as to deal with novelty and uncertainty in task execution, gather information necessary to complete its tasks, and to extend its abilities and knowledge so as to perform future tasks more efficiently.
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 'Music, Digitization, Mediation: Towards Interdisciplinary Music Studies' (MUSDIG).

assistant: **Innovation**

Music is rapidly being transformed by digital technologies; it is in the vanguard of the changes to contemporary cultures and cultural economies afforded by digitization, and is widely seen as a test case of digitization’s effects. Yet the academic music disciplines have not responded with research on these fundamental developments. This project, by combining two innovative interdisciplinary components, aims systematically to advance the state of contemporary music research, while contributing to social and media theory. It will be the first research programme to analyse comprehensively the range of interrelated transformations in music and musical experience wrought by digital technologies. The first element of the project is a comparative programme of ethnographic studies examining transformations in creative, performance and improvisation practices, the nature of music as a cultural object, new aesthetic forms, altered modes of musical consumption and circulation, and changing industry and institutional structures. Given the ease of transnational distribution of digitized musics, research will also follow certain genres as they circulate among diasporic groups. These and related issues will be studied in five countries, each intrinsically significant as well as yielding instructive comparisons between them: the UK, Cuba, Kenya, India and Turkey. The emphasis in each ethnography will be on analyzing the embedded nature of digital musical practices in local cultural, social, economic and political conditions. Second, on the basis of this programme, the project aims to advance contemporary music research by developing an interdisciplinary theory and methodology which progresses beyond the current state of the field. Music research has been divided between disciplines su
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 'Role of mitochondria-shaping proteins in T cell development and migration in vivo', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Mitochondria are highly dynamic organelles that continuously move, divide and fuse in a highly regulated fashion. The balance between the opposing processes of mitochondrial fusion and fission is controlled by a growing family of “mitochondria-shaping” proteins. Evidence is accumulating on the role of these proteins in several functions, from apoptosis to Ca2+ signaling, to morphogenesis of dendritic spines and synapses, to regulation of migration of leukocytes. The knowledge of the regulation of mitochondrial dynamics, as well as its impact on tissue development and homeostasis is currently limited. This project hypothesizes that changes in mitochondrial morphology are crucial events in determining migration and development of T cells in the thymus. We will capitalize on the mouse models available in the host laboratory to (i) address whether mitochondrial dynamics regulates motility of lymphocytes in intact mouse thymic lobes; (ii) understand whether pro-fusion or pro-fission proteins regulate T cell development; (iii) dissect the role of fusion vs. antiapoptotic effect of pro-fusion protein in T cell migration and development. Our project is expected to clarify the role of mitochondrial dynamics in a complex immunological scenario like thymic development.
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 Europe proposal for the project 'Spatiotemporal regulation of metastatic breast cancer cell fate'.

assistant: **Objectives**

Breast cancer is the most common malignancy in women with globally over 600’000 deaths per year. While cancer diagnosis before metastasis is often associated with a favourable prognosis, due to surgical and new therapeutic approaches, once metastasis is initiated, the survival rates decline significantly. However, the understanding of this last and most detrimental phase of cancer remains at a low resolution, reflected by the lack of metastasis-targeted therapeutic options.In fact, most of the studies have focused on the understanding of primary tumour states and their relationship to metastasis. Recently, it has emerged, however, that secondary seeding from metastatic deposits to new sites plays a role in cancer spread. We made an unexpected discovery that the cancer cells metastasised to different sites display dramatically distinct molecular and functional properties, thereby having diverse impacts on cancer progression. This highlights a previously underappreciated role of secondary seeding and emphasises the need to study metastasis at a higher resolution.Indeed, metastasis is an evolutionary process that occurs across various organs and timescales, yet its spatiotemporal progression is a black box. To this end, we will use cutting-edge technologies such as evolving barcodes and niche-labelling systems and state-of-the-art in vivo models to identify 1) different spatiotemporally controlled metastatic behaviours, together with 2) the associated alterations in the metastatic niche and 3) specific niche-cancer crosstalk that guides the cancer expansion and metastatic properties.This project will create a first spatiotemporal cellular model of metastasis, which will reveal how the metastatic behaviour at different sites is shaped during metastatic progression. Our rese
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 'A cross-European city partnership with large-scale realisation of innovative renewable energy schemes in the tertiary, industrial, public and private sectors' in the context of a Fifth Framework call.

assistant: **Objectives**

The basic aim of the project will be the integration of a significant share of renewable energy sources in energy systems of European communities. With the installation of 2.45MWp of PV and 2,000sqm of solar thermal collectors the project can be truly identified as a large scale implementation of RE systems.The project will prove that especially in urban areas with severe environmental problems RE systems are an excellent tool to improve the situation. On the technical level the systems will be integrated in their urban environment according to the rules of building design, tradition, style and neighbourhood.The integration into the community through the involvement of a maximum of different players (citizens, the municipality, companies etc.) by new means such as participation models represents an important objective on the non-technical level of the project.
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 'Deforestation – Climate –Atmospheric composition – Fire interactions and feedbacks' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Extensive and ongoing tropical deforestation and degradation have important environmental impacts. Smoke aerosol from deforestation fires degrades air quality, but the effects are poorly quantified. Deforestation alters rainfall through changes in the land surface and through changes to atmospheric aerosol. The magnitude and the sign of the rainfall response is not clear, because of poor process-level understanding and because previous attempts have studied land surface and aerosol responses separately. The impacts of deforestation on atmospheric composition and climate cause a complex set of biosphere interactions resulting in potential Earth system feedbacks. These feedbacks have not yet been quantified and so their importance is not known. The full impact of deforestation on air quality, climate and the Earth System may have been underestimated because there have been no integrated studies of the combined interactions and feedbacks between deforestation and the Earth system. DECAF is the first integrated study of the combined interactions and feedbacks between tropical deforestation, fire, atmospheric composition and climate. To address this important challenge, DECAF will exploit new information from in-situ and satellite observations in combination with state-of-the-art numerical models. DECAF will deliver improved process-level knowledge of the impacts of deforestation on atmospheric composition and climate and a step change in our understanding of the interactions and feedbacks between deforestation, atmospheric composition and climate. New understanding will inform the development of climate and Earth System Models and will facilitate new climate and Earth system assessments.


**Keywords:** Deforestation, Vegetation fire, Atmospheric pollution, Climate, Rainfal