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 concept and methodology overview for 'PET Imaging in Drug Design and Development' under Horizon 2020.

assistant: **Concept**

The drug development strategy currently pursued by the pharmaceutical industry worldwide is inefficient and unsustainable for the health care system. To keep the latter affordable, drug development should become more efficient and drug treatment should become more “personalized” and “rationalized”. Molecular imaging can play a pivotal role in changing the landscape of drug design/development and improving the health care system. Positron Emission Tomography (PET) imaging, in particular, is the technology that has the potential to lead this fundamental innovation by providing at a much earlier stage reliable answers to key questions emerging during the care cycle: what and where is the disease? Is the disease accurately targeted by the therapy? Is the treatment effective? By answering the questions above, PET imaging has the capacity to render much more effectively the transition from pre-clinical to clinical phase, and to strongly facilitate the development of better drugs at an earlier stage and in a much more sustainable manner. The main obstacle to this change of paradigm in drug design and development is the lack of suitably trained translational scientists directly involved in PET imaging and imaging scientists with high-profile training in chemistry and PET-radiochemistry, which is particularly dramatic in Europe. This consortium is ideally suited to fill this gap, by providing top-quality training to the next generation of translational PET imaging scientists who will play a key role in shaping the future of drug design and development. The PET3D ETN will focus on 15 cutting-edge research projects in the 3 main therapeutic areas (oncology, cardiovascular, central nervous system) that will be conducted by 15 ESRs at 8 European beneficiary Institutions, 6 academic
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 'Radiolarian artificial neural network-based estimation of Late Quaternary sea surface temperatures and salinities in the Arctic and Antarctic Ocean and their response to insolation forcing' (2002-2006).

assistant: **Concept**

The modern Boreal summer corresponds to Antarctic winter season and vice versa, while their summer and winter are separated by 6 months due to an anti-phase bipolar seesaw in solar insolation. Similarly, Boreal and Austral summer insolations suggest an ant i-phase relationship, implying that a warmer Arctic corresponds to a cooler Antarctic in the geological past. Older estimates of sea surface temperatures (SSTs) for the Last Glacial Maximum (LGM) 18,000 years ago (18K) have been suggested by several recent studies to be underestimated, which is due to large errors in the SST estimates in previous studies. Artificial neural networks (ANNs) are a branch of artificial intelligence, computer systems that have the ability to learn in a way similar to the mammali an brain. ANNs have been found to yield far better SST estimates than standard methods. It is envisaged that ANNs based on radiolarians will be used to estimate paleo-SSTs and salinities for the last 150,000 years using high-resolution data from sediment cores from the Arctic and Antarctic Oceans with emphasis on comparing climate conditions during the Holocene, LGM, and Eemian Interglacial. Since radiolarian-based ANN estimates of modern SSTs yield ~25% lower errors than older methods, we expect that t hermal changes in the world ocean at 18K reported previously would be quite different, which would have wider implications for boundary conditions (glacial/interglacial) used in different general circulation models. Radiolarian ANN-based paleo-SSTs and salinities are envisaged to reveal more realistic thermohaline changes in the subtropical and subpolar regions in both hemispheres, at the strategically located gateway of the thermohaline circulation, which transports tropical heat to the North Atlantic, resulting in
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 'Carbon Accumulation over Succession to Enhance mitigation of CO2 emissions', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Former agricultural lands, also known as old-fields, can have great potential as carbon (C) sinks and could act as naturally occurring, low cost mechanism to mitigate CO2 emissions. However, many studies on C fixation have focused on mature forests, not properly considering abandoned agricultural lands. Through this project, the experienced researcher (ER), Dr. Eduardo Velázquez, aims to; (i) study the process of C accumulation in old-fields over ecological succession, predicting their C sequestration potential over the long-term, (ii) estimate old-field C stocks at regional scale in a region characterized by farmland abandonment. These objectives will be attained (i) through sampling in 50 permanent plots, performing vegetation and soil laboratory analyses, and adaptating the forest model IBERO, and (ii) through the conjoint use of field measurements and radar backscatter data. The ER will work in the IUFOR (Palencia), supervised by Felipe Bravo. He will collaboratewith ECM and perform a secondment in Edinburgh. He will be trained in the calculation of C stocks, the development of allometric equations, the parameterization and calibration of forest growth models, and the analysis of radar backscatter data. This project proposes a multidisciplinary approach among Forest and Systems Ecology, forest modelling and remote sensing, and aligns within several cross-cutting issues and focus areas of H2020 Work Programme. The results of CASE-CO2 could be applied to develop new laws and directives regarding the most suitable management practices in order to enhance mitigation of atmospheric CO2 emissions in old-fields, and to improve the assessment of regional and national carbon budgets. This project will increase the leadership and scientific network of the ER, the quantity and
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 'European approach to GEOSS' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

EuroGEOSS demonstrates the added value to the scientific community and society of making existing systems and applications interoperable and used within the GEOSS and INSPIRE frameworks. The project will build an initial operating capacity for a European Environment Earth Observation System in the three strategic areas of Drought, Forestry and Biodiversity. It will then undertakes the research necessary to develop this further into and advanced operating capacity that provides access not just to data but also to analytical models made understandable and useable by scientists from different disciplinary domains. This concept of inter-disciplinary interoperability requires research in advanced modelling from multi-scale heterogeneous data sources, expressing models as workflows of geo-processing components reusable by other communities, and ability to use natural language to interface with the models. The extension of INSPIRE and GEOSS components with concepts emerging in the Web 2.0 communities in respect to user interactions and resource discovery, also supports the wider engagement of the scientific community with GEOSS as a powerful means to improve the scientific understanding of the complex mechanisms driving the changes that affect our planet.
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 'Charge-separation in zeolite encapsulated conjugated polymers for electrochemical energy storage and molecular electronic devices' (CHARMED).

assistant: **Concept**

This fundamental project has established that the desired materials with complete channel filling of zeolites and mesoporous materials can be generated reproducibly; and characterisation methods for these novel systems have been developed. The encapsulated materials do not have the required electrochemical properties at present for direct use as battery electrodes, though the zeolites have the ability to enhance the storage capacity, and this aspect is under further investigation. Stable colloidal suspensions of the encapsulated materials have been prepared and used to manufacture transparent low-scattering coatings. The electrical conductivity of these coatings is too low to be of immediate interest. The photophysics of several electron donor-acceptor encapsulated systems have been investigated and appreciable lifetimes of charge-separated species have been noted in two cases. These will be subject of further investigation. Major problems in the battery and electronics industries are the requirements for low weight devices with high energy storage capacity, and reliable photosystems for circuit writing. The present proposal will address these problems using encapsulated conducting polymers. In particular the work will focus on a newly-discovered route to generate stable polyacetylenes within the voids of microporous systems. These assemblies are cheap and easy to generate being formed spontaneously at room temperature and pressure in appropriately structured zeolites, giving materials with infinitely stable conjugated polymers which completely fill the voids of the porous material. For several years, there has been a recognised potential in industry for a range of conducting polymers, but the technology has never been developed for a variety of reasons, which in the ca
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 'European Social Survey Sustainability'.

assistant: **Objectives**

The societal challenges affecting European societies require responsive socio-economic policy solutions.  The European Social Survey is an unparalleled resource enabling stability and change in Europeans’ social attitudes to be charted. Its value for science and public policy has been recognised.  However, despite such recognition and the clear success and impact of the European Social Survey research infrastructure, culminating in the award of  ERIC status in 2013, there remain significant challenges to ensuring its long-term sustainability. ESS-SUSTAIN represents a comprehensive response to the different challenges and it will be instrumental in securing the sustainable future of ESS ERIC.  A key challenge is ensuring the appropriate number of European countries are included, representing the different areas of geographic Europe. This is a critical requirement for meaningful analyses beyond the national level, as well as for the financial viability of the infrastructure. The most important activities in this proposal are therefore those which aim (i) to enhance the long-term commitment of existing Members and Observers of ESS ERIC, (2) effect the transfer of the current guest status of some countries to more stable memberships and (3) expand the coverage of the ESS to countries not yet affiliated. Based upon the current number of just over twenty countries participating in the ESS ERIC, a further increase of its membership will translate into lower costs of participation for all, whilst also strengthening the analytical power of its datasets.
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 'IOT and cloud computing for online medical analysis service platform' under Horizon 2020.

assistant: **Concept**

DeltaQon is an online medical analysis service platform based on MovMe, an innovative prototype device that delivers high accuracy measurements of the movement of the human body through a portable and simple to use digital technology. The device produces a simple and objective measurement of a patient’s movements which can help to detect degenerative diseases caused by accidents or bad movements. In the past year fifty devices have been manufactured and delivered for initial trials. They are currently deployed at several clinics throughout Spain, in total we have 61 units in the market collecting data, this data is the basis of the online medical service platform: DeltaQon.
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 'Evolutionary ecology and extinct species: how do fossils change our interpretations of present-day biodiversity patterns?' (2007-2013), addressing dissemination and exploitation.

assistant: **Impact**

Evolutionary ecology, the study of patterns and processes at the interface of evolutionary biology and ecology, is an exciting and rapidly growing research area. However, most studies ignore one important factor: extinction. I aim to develop methods for adding fossil species into phylogenies and evolutionary ecology analyses, using primates as a study group because the order has a lot of interesting extinct diversity. The methods developed will be applicable to any species, not just primates, and to a huge range of interesting evolutionary questions.The overall objectives are to build the first dated-phylogeny of primates to include extinct and extant taxa and to then use this phylogeny to test evolutionary ecology questions in primates. I will investigate three main questions: (i) Can historical primate extinctions be explained by competition with other species of primate? (ii) Does adding extinct giant lemurs into analyses of primate body size evolution alter our conclusions about rates of evolution in primates, particularly in the Strepsirrhini (lemurs and relatives)? (iii) If all of the presently endangered primates become extinct, what will the consequences be for the morphological and functional diversity of primates? How will this affect the functioning of the ecosystems they inhabit? The results of these analyses will have implications for evolutionary ecology methods, evolutionary theory, and conservation planning.This grant will allow me to become firmly established as a leader in my field, attract high quality students and postdoctoral researchers to my research group, develop new teaching materials, maintain and establish international collaborations, and contribute to European scientific excellence. All of these factors will be instrumental in achieving my
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 'Human Genomics without Racism' to be submitted under Horizon Europe.

assistant: **Abstract**

How can we study human genomics without racism? This project will develop an empirically informed philosophical framework to answer this question. The project aims to produce a systematic diagnosis of how racism can influence human genomics research, identifying the types of harm that unfold from it but might have been overlooked by scientists. Human Genomics promises to reveal who we are and revolutionize medical diagnosis and treatment. However, geneticists and social scientists are increasingly worried that genomics research might involve racist assumptions, unknowingly harming vulnerable populations. It is key to assess how racism might co-opt Human Genomics and how harmful it is, but key knowledge gaps persist. For instance, discussions about racism in Human Genomics are rarely grounded on theories of racism. These discussions focus on parts of the research ecosystem (e.g., data collection) and don’t consider how racism can influence the whole knowledge production process.  The project aims to fill this knowledge gap by combining the conceptual apparatus developed by philosophers of science and race with empirical, qualitative methods from the social sciences. First, we develop an epistemological account of two key methodologies in human genomics research, characterizing how data, models, theories, and experiments interrelate to generate genetic knowledge. Second, we conduct a multidisciplinary literature review and interviews to identify potential racist assumptions in those methodologies of human genomics research, analysing them in light of theories of racism.  Third, we examine the role of those assumptions in the generation of genetic knowledge, identifying the types of epistemic injustice that follow from it and how they are overlooked by scientists. Our resu
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 'molecular and computational analysis of the leaf margin' (MOLCALM) targeting Seventh Framework.

assistant: **Abstract**

The question of how the shape and size multicellular organs is controlled is a basic question in biology. In plants, recent work from the Fleming lab has indicated that cells around the periphery of the organ (the margin cells) play a special role in influencing leaf size and shape. The peculiar shape of these cells raises the possibility that they play a mechanical role in constraining leaf size and shape. The aim of this project is to further investigate the function of cells at the leaf margin in controlling leaf size and shape and, in particular, to investigate the potential biomechanical function of these cells. The project will require expertise in specific areas of molecular biology (which I already have) and expertise in the quantitative analysis of organ size and shape (involving computational approaches) which I will learn in the host lab. The scientific output of the proposed research will be insight into a basic aspect of developmental biology, particularly the emerging area of molecular biology and mechanics.
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 2020 proposal on 'Altered eco-evolutionary feedbacks in a future climate'.

assistant: **Concept**

Current scenarios predict an accelerated biodiversity erosion with climate change. However, uncertainties in predictions remain large because the multitude of climate change effects from genes to ecosystems and their interdependencies are still overlooked. This incomplete vision hampers the development of effective mitigation strategies to sustain biodiversity. Climate change can directly modify the phenotype and performance of individuals through phenotypic plasticity and evolution on contemporary time scales. The microevolution of keystone species can spread throughout the whole ecological network due to changes in species interactions and further translate into an altered ecosystem functioning. Conversely, direct impacts on communities and ecosystems can have ripple effects on the phenotypic distribution and evolution of all species of ecological networks.Climate-driven changes at individual and population levels can shape community composition and ecosystem functioning, and vice versa, altering eco-evolutionary feedbacks, namely the reciprocal interactions between ecological and evolutionary processes. Climate-driven ecological and evolutionary dynamics are yet often investigated separately. The role of eco-evolutionary feedbacks in climate change impacts on biological systems therefore hinges on little concrete empirical evidence contrasting with a profuse theoretical development.ECOFEED will investigate climate-dependent eco-evolutionary feedbacks using a 6 year-long realistic warming experiment reproducing natural conditions and thus allowing for both evolutionary and ecological dynamics to occur under a predicted climate change scenario. Complementary laboratory experiments will quantify reciprocal impacts of climate-dependent evolutionary and ecological changes