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 the 'Objectives and Scope' section of a Seventh Framework proposal for the project 'Emotionally-based Tagging of Multimedia Content'.

assistant: **Objectives**

As the amount of digital multimedia content increases while the cost of storing digital multimedia decreases, it becomes very difficult to locate a specific content. To benefit from this wealth of multimedia data, numerous methods for automatic multimedia indexing and retrieval have been proposed. However, these methods usually depend on having large amounts of annotated data to learn from. The main idea behind Implicit Human-Centred Tagging (IHCT), which is the main topic of this proposal, is automatic extraction of tags based on user's behaviour or response while watching multimedia content. The underlying assumption of IHCT is that observable nonverbal behaviour while interacting with multimedia content (e.g. affective facial expressions, head nods and shakes, laughter, pupil dilation, etc.) provide information useful for improving the tags associated with the data. As such responses are generated naturally and spontaneously, no specific effort is required from the users, and this is why the resulting tagging is said to be “implicit” (rather than explicit). The main aim of the EmoTag project is to develop and evaluate an affect-sensitive implicit tagging system based on continuous assessment of affective responses of users. Specifically, the project aims to answer whether users' behaviour can be used to inform the system about the possible tags that could be used to describe the multimedia content and  how automatic tools for multimedia content tagging could be redesigned to benefit from the implicit tags. The project will also investigates whether retrieval/recommendation systems based on implicit tags will perform comparably to those based on explicit tags. The other aspect of the  proposed study deals with automatic continuous dimensional affect recognition from m
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 '30-year re-analysis of CARBON fluxES and pools over Europe and the Globe' (CARBONES) under Seventh Framework.

assistant: **Objectives**

The carbon Environmental Service (CARBONES) will provide the first multi-decadal reanalysis of the global carbon cycle and a service to provide a rolling update of this analysis. This will include the essential climate variables" (defined by the Global Climate Observing System) of atmospheric carbon dioxide, leaf area and biomass in various categories. No integrated reanalysis includes these climate variables. This reanalysis will combine the primary long-term observations of the terrestrial and oceanic carbon-cycles (atmospheric concentrations, remotely-sensed surface properties and in-situ ecological measurements) using data assimilation techniques. The service will provide a well-founded baseline for predicting future responses of the carbon-cycle to climate change, and for services such as the Atmospheric and Land Service. It will also act as a benchmark for these core services during the period of overlap. The primary users for the reanalysis are climate modellers who need an initial condition for their predictions and, for the same reason, groups calculating changes in carbon stocks. Thus a benefit will be an independent check, globally, on reporting of carbon inventories for the United Nations Framework on Climate Change. Access to the results will be provided by a flexible and user-friendly web-interface The techniques used for the reanalysis will also be used, in conjunction with the core services, to provide a rolling update on the state of the carbon cycle. This will evolve towards an operational, integrated, carbon-cycle monitoring capacity as a potential downstream service."
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 'Worlds first sulfuric acid-free kraft lignin recovery system' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

LignEasy technology helps to unlock the potential of a high-scale bio-based raw material which is currently wasted on a 100 Mt/a scale.With game-changing technology, a pulp mill waste stream can be processed into value-added lignin products without affecting the pulp mill's process. The LignEasy technology is efficient, sustainable, and scalable.In brief:- The process is integrated into pulp mills' production system- Pulp mills side stream is utilized for lignin production- Lignin is sold to the chemical industry as feedstockLignEasy product’s benefit is its high suitability for several end-product use cases as the product can be chemically modified. A flagship application has been demonstrated: phenolic resin in plywood manufacturing. Further uses are pursued.LignEasy brings to market the circular economy concept for industrial waste streams. Positive environmental impacts are gained both in the pulp and manufacturing industries.


**Keywords:** Pulp industry,Sustainability,Biorefining,Kraft pulp,Lignin,Paper and wood,Engineering and technology,Environmental and Green Technologies,Circular economy
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 'Chronic Systemic Inflammation: Functional organ cross-talk in inflammatory disease and cancer' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Chronic Systemic Inflammation (CSI) resulting from systemic release of inflammatory cytokines and activation of the immune system is responsible for the progression of several debilitating diseases, such as Psoriasis, Arthritis and Cancer. Initially localised diseases can result in CSI with subsequent systemic spread to distant organs, a key patho-physiological phase responsible for major morbidity and even mortality. Despite the importance of CSI, a complete understanding of the molecular mechanisms, signalling pathways and cell types involved, as well as the chronological evolution of the systemic inflammatory response is still elusive. The classical approach to study inflammation has focused on investigating individual cell types or organs in the pathogenesis of a single disease, thereby neglecting important organ cross-talk and systemic interactions. Furthermore, understanding the temporal and spatial kinetics modulating the inflammatory response requires a detailed study of interactions between different immune and non-immune organs at various time points during disease progression in the context of the whole organism.The aim of this research proposal is to substantially advance our understanding of whole organ physiology in relation to systemic inflammation as a cause or/and consequence of disease with the focus on Psoriasis/Joint Diseases and Cancer Cachexia. The goal is to elucidate the molecular mechanisms at the cellular and systemic level, and to decipher endocrine interactions and cross-talks between distant organs. Various model systems ranging from cell cultures to genetically engineered mouse models to human clinical samples will be employed. Genomic, proteomic and metabolomic data will be combined with functional in vivo assessment using mouse models to
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 'Quantum bits with Kitaev Transmons' under Horizon Europe.

assistant: **Concept**

Most mainstream approaches to quantum computing are limited by short qubit coherence times at a level that impedes the implementation of quantum error correction. A truly viable approach to achieving fault tolerant computation, and solving socially relevant problems, thus requires inherently better qubits. In this project, we propose to realize a new type of qubit based on a hybrid between superconductors and semiconductors – two leading platforms at this time. The qubit will be engineered such that the states of this qubit are immune to most decoherence mechanisms currently limiting mainstream implementations of a quantum computer. We plan to  achieve this by encoding quantum information in a topologically protected system. Such a system will be engineered by creating arrays of quantum dots with superconducting coupling (the so called Kitaev chain) in two-dimensional electron gases (2DEGs). Embedding the Kitaev chain in a transmon architecture will allow us to perform single-qubit and two-qubit operations using well-established control-techniques from the field of superconducting qubits. Combining these control elements with record long qubit coherence times we expect high gate fidelities beyond the state of the art. The choice of using the 2DEG platform naturally lends itself to scalability in the longer term, and we plan to develop a clear roadmap for future scaling within the course of the project.


**Keywords:** Transmon qubits, topological protection, semiconductor-superconductor hybrids
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 'Biosynthesis of very long-chain fatty acids in fish: Molecular and biochemical basis and implications in aquaculture' (LONGFA).

assistant: **Concept**

Recent investigations in mammals have suggest that very long-chain polyunsaturated fatty acids (VLC-PUFAs) can play pivotal roles in physiological processes including phototransduction in retina, fertility and spermatogenesis in testis, and brain functioning. In fish, however, VLC-PUFAs and their biosynthesis have escaped investigation despite many of the above functions have obvious interest in finfish aquaculture, where altered visual acuity (critical in visual predators such as most cultured fish species), fertility issues of broodstock, and disruptions of brain functioning can hinder normal development, and jeopardise the economical profit of the farm.The biosynthesis of VLC-PUFAs in mammals has been proposed to proceed through consecutive elongation reactions that enzymes called elongases of very long-chain fatty acids (Elovl) catalyse from PUFA substrates. Two members of the Elovl protein family, Elovl2 and Elovl4, have been found to mediate the production of VLC-PUFAs in target tissues. The objective of this proposal is to investigate the biosynthesis of VLC-PUFAs in finfish. Initially, the project will deal with objectives investigating basic molecular and biochemical aspects of the VLC- PUFA biosynthetic pathway. Then the project will proceed through more applied grounds exploring the potential impact that some aquaculture dietary strategies could have on VLC-PUFA biosynthesis. We plan to undertake this research using gilthead seabream Sparus aurata as a model, a teleost in which fatty acid metabolism has been previously investigated, and whose physiology is one of the best known among marine finfish species. Outcomes of the present project will be then transferred to other fish species and used to improve their production.
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 Sixth Framework proposal on 'Integrating basic and applied knowledge on finfish reproduction'.

assistant: **Concept**

During the 5th and 6th framework programs, a number of projects have been funded by the EU to improve our knowledge of fish reproduction in order to control the most pertinent steps of the reproductive cycle. These projects have now produced a wealth of information that has been/is being disseminated mainly as scientific papers and communications to scientific or aquaculture meetings, resulting in a large amount of scattered information. This SSA aims at synthesizing this information, by gathering scientists and industry involved in these projects, in order to identify and extract the most important, common results. This will not only make them much more readily available to the scientific community, but will also facilitate access to this information for the industry, and _ in a digested form _ for the interested public (e.g. consumer and their organisations). Moreover, it is expected that integrating these data will release synergistic effects, as the robustness and significance of the combination will largely surpass the simple sum of the data generated by each of these projects. It will result in a unique state-of-the-art overview of both basic and applied aspects of finfish reproduction in a sustainable aquaculture perspective. This will be achieved through a series of specific objectives including analyses and synthesis of the results in joint publications, development of a web site, and a prospective on future actions.
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 'Collaboration among Aerospace, Biotechnology, ICT, Energy and Medical Devices sectors in generating innovative solutions, business models and work-flows that enhance patient-centered care' to be submitted under Horizon 2020.

assistant: **Abstract**

The focus of Cross4Health is to move beyond the state-of-the-art practice of regional clusters to unlock the collaborative potential of the SMEs from Aerospace, Biotechnology, Energy, ICT and Medical Devices (ABEIM) sectors in generating innovative solutions, business models and work-flows that enhance patient-centered personalized care for societal challenges in health, delivered through the Medical Devices new emerging industry value chains. By providing a framework for a more structured cross-sectoral  and cross-border collaboration, that manages all the complex reactions within the process, Cross4Health instantiates the mechanisms to ensure the long-term sustainability of the action. The main outcome of the Cross4Health project will be a portfolio of innovative services, processes and products conceived in an intelligent ‘plug-in’ platform for ABEIM stakeholders by high performance crossover teams. This will increase the competitiveness of the SMEs, advancing the positioning of European countries in this new emerging market.All these will be achieved by pursuing the following project objectives:• Establishing Open Innovation Spaces where all the involved parties set the priorities and the challenges. • Generating added value, leveraging expert knowledge, new partnerships and market support by providing targeted monetary (competitive grants) and non-monetary (innovation vouchers) support mechanisms.• Facilitating fast testing and business hypothesis validation via large-scale demonstrators. • Facilitating sustainability by validating complementary funding streams and alignment with RIS3 strategies. Cross4Health Vision is to work towards the osmosis of technologies, culture, teams and businesses among the selected sectors, tearing down the blocking barriers to realize
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 'Linked Open Data for environment protection in Smart Regions' (SMARTOPENDATA), addressing dissemination and exploitation.

assistant: **Impact**

The Linked Open Data (LOD) Strategy is becoming a source of unprecedented visibility, enabling the generation of new businesses and significant advances for research in the environmental area. Nevertheless, in order for this strategy to become a reality, it is necessary to advance the publication of existing environmental data, usually owned by public bodies.This proposal is focused on how the LOD Initiative can be linked with INSPIRE, GEOSS Data-CORE, GMES and external third parties and how it can impact on the economic and sustainability progress in European Environmental research and protection.There exists many different information sources for protecting the environment in Europe, mainly focused on Natura 2000 network, and areas where environmental protection and activities like tourism need to be balanced.SmartOpenData aims to define mechanisms for acquiring, adapting and using Open Data provided by existing sources for environment protection in European protected areas. Through target pilots in these areas, the project will harmonise metadata, improve spatial data fusion and visualisation and publish the resulting information according to user requirements and Linked Open Data principles to provide new opportunities for SMEs.The SMEs involved will develop new services based on this data. Public bodies and rural and protected areas will benefit from opening their data by improving their knowledge and environment protection through new innovation ecosystems. SMEs, researchers and citizens and will take a central role in pilots developed to enhance the potential of protected areas. Innovation by third party SMEs will be encouraged by the promotion of royalty-free open standards and best practices initiated by SmartOpenData.SmartOpenData aims to impact in the public
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 'Molecular Quantum Opto-Spintronics'.

assistant: **Concept**

The field of quantum materials has developed into an active playground for testing novel ideas and protocols for future devices governed by the principles of quantum mechanics. Quantum technologies might result in revolutionary improvements in terms of capacity, sensitivity, and speed, and will be the decisive factor for success in many industries and markets (http://qurope.eu/manifesto). Molecular magnets, realized by tailored molecules hosting magnetic ions, offer the possibility to obtain a few-spin object, necessary in order to perform basic quantum operations. The first molecular devices have enabled the read-out and manipulation of the spin states. Single-shot read-out times of one second have been achieved for a nuclear spin, which is, however, too slow for applications. Here, we will remove this bottleneck by developing reliable, fast, and scalable optical methods for the read-out of both electron and nuclear spin states allowing us to perform basic quantum-information processing protocols. The scientific approach is to use high-quality quantum emitters (NV-centers in diamond, ligand quantum emitters, 2D materials, or other optically active ions) to optically read-out efficiently the spin states of the magnetic molecules. Special care will be taken to minimize back action from the read-out emitter on the spin system and thereby preserving the quantum states. Various optical techniques (surface enhanced fluorescence, surface enhanced Raman scattering, and optical fiber scanning cavities) will be used to enhance the light-matter interaction to obtain a reliable and fast optical read-out. Due to of the possibilities of scanning the probing laser and using different fluorescence energies, the optical read-out is scalable to larger systems and 2D networks of molecule
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 Seventh Framework proposal on 'The Bio-Economy Technology Platforms join forces to address synergies and gaps between their Strategic Research Agendas'.

assistant: **Innovation**

The nine European Technology Platforms (ETPs) that focus on the Knowledge-Based Bio-Economy (KBBE) join forces in this support action 'BECOTEPS'.The main objectives and the respective activities will be:1) Achieve closer and more coordinated collaboration between the KBBE ETPs.2) Develop recommendations for better interaction between KBBE ETP stakeholders along the product chains and the sustainability issue regarding multidisciplinary research, application and policy issues.BECOTEPS will help to link science and application by addressing synergies and gaps i) between the SRAs of the ETPs and ii) with respect to the research preparedness of the scientific community by topical workshops on cross-cutting KBBE issues.The first workshop will address trust and collaboration in the food and feed chain, the second the integration of the non-food chains, and the third cross-cutting sustainability issues. The workshop recommendations on research and policy will be summarised in a White Paper.3) Encourage discussions among public research initiatives - European and national – and between the public and the private research initiatives to foster implementation of the Strategic Research Agendas based on the recommendations developed between the ETPs. In addition, BECOTEPS will promote the KBBE concept with the European Commission, European Parliament and national ministries in the member states including the relevant ERA-NETs.A small number of dissemination events will be held to discuss the KBBE, recommendations from the workshops on implementing cross-cutting issues from the ETPs’ Strategic Research Agendas (including Lead Markets, SMEs, education and training), and future collaboration.