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 clear, measurable objectives and define the scope for the project 'Forest ecosystems : classification of restoration options, consider ing dose reduction, long-term ecological quality and economic factors' (1994-1998) under Fourth Framework.

assistant: **Objectives**

Foreseen ResultsThe proposal is aimed ad the classification of countermeasures options in different forest types, considering the balance between dose reduction (internal and external), long-term ecological quality and economical factors.On the basis of the results obtained, a classification of countermeasures on forest systems, taking into account the impact of environmental restoration on radiation exposure of the population and workers, on the economic conditions and on the long-term ecological quality, will be suggested to decision makers for the management of contaminated forested territories.This project will link closely with currently ongoing EU Nuclear Fission Safety research programmes : Long Term Dynamics of Radionuclides in Semi-Natural Environments : Derivation of Parameters and Modelling (SEMINAT)" and"Restoration Strategies for Radioactive Contaminated Ecosystems (RESTORE)".The first phase of this project is to perform an evaluation of CIS experimental data (1986-1995), resulting from the application of different remedial actions in Byelorussian, Russian and Ukrainian forested territories, will be carried out considering the short term benefits and harms. The aim of such analysis is to take into account the balance between all the relevant factors involved (averted individual and collective doses, monetary cost and social impact), to determine the short term net benefits of the different countermeasures.In the second phase, experimental activities will be conducted in the CIS contaminated forests, to determine the long-term impact of the different countermeasures from radiological and environmental point of view (runoff of the radionuclides outside the forest, washout of nutrients, pollution of the groundwater by radionuclides or fertilizers, radionuclide
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 'Statistical usage testing for industrial user' (STUT-IU), addressing dissemination and exploitation.

assistant: **Impact**

Software testing is an expensive and essential part of the software development process. Continuous improvement of the quality and efficiency of the function test, that is one part of the test activities, is thus important. The objective of the STUT-IU project is to demonstrate that application of Statistical Usage Testing (STUT) method to function test is feasible. This project will show that it is possible to take this kind of method in industrial use. It will also point out the benefits of the STUT method in our application domain.THE EXPERIMENT One function from each of the six function classes in the baseline project is selected and the STUT method is applied to selected functions. Results of application are evaluated with regard to the traditional function test method. STUT is a black-box test method in which test cases are sampled from a usage model of the function. The usage model is a state machine that describes usage scenarios. Test cases are automatically generated from the model by Monte-Carlo simulation method. Based on results of test execution reliability estimates can be calculated for the function. The baseline project is related to development and function test of new software in a digital mobile telephone system. The baseline project is one of the projects conducted in Telecom R&D product development division at LM Ericsson. The division employs currently over 500 people. EXPECTED IMPACT AND EXPERIENCE It is expected that we are able to create a beneficial industrial application of the STUT method in our application domain. The efficiency of function test process should be improved and therefore the quality of the software will be increased.
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 'The Shrinking Stock Market, Investibility, and Creative Destruction' (Investibility) under Horizon Europe.

assistant: **Objectives**

There are ever fewer listed firms in the U.S. and Europe, and listed firms produce an ever shrinking share of innovation. Over the past 25 years, the number of firms listed on a stock exchange has dropped by 41% in the U.S. and 55% in Europe. At the same time, listed firms account for a shrinking share of the highly disruptive inventions that have the most potential to boost productivity and growth. In the U.S., for example, listed firms account for only 8% of the most ground-breaking patents today, down from a peak of 34% in 1969. These two mega trends combine to make an ever increasing share of innovation “uninvestible” for most individuals who, owing to investor-protection rules, are barred from investing in unlisted firms. The objective of my project is to study the economic consequences of this increasing wedge in access to the financial rewards of breakthroughs in science and technology between “the few” and “the many.” Disruptive innovation creates winners and losers. Workers and savers can, in principle, hedge against the risk of losing their jobs or savings due to ""creative destruction"" by investing in the winners. Whether everyone or only the few can hedge depends on the extent to which disruptive innovation is publicly investible. I will measure the investibility of disruptive innovation over the period 1841 to today, taking into account that a disruptive innovation that is born private can become publicly investible as its creator goes public, is acquired by a listed firm, or sells the patent to a listed firm. Armed with this measure of risk-spanning, I will investigate how the economy-wide cost of capital is affected when limited investibility results in an unequal sharing of the benefits of disruptive innovation between the wealthy and the many. Finally,
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 'Hybrid quantum dot and graphene wearable sensor for eye tracking' to be submitted under Horizon 2020.

assistant: **Abstract**

The main goal of GTRACK is to demonstrate a semi-transparent eye-tracking system that is disposed in the line of sight of the user, for portable applications. To this end, we will use hybrid Quantum Dot – Graphene photodetectors. Eye-tracking existed since the 1800’s, but is expected to appear abundantly in our daily lives with the advent of virtual and augmented reality. In the existing systems, the camera has to be placed sufficiently close to the eye to capture enough IR light at sufficiently high resolution, while not blocking the user’s vision. By placing the camera directly on the lens, all these disadvantages are circumvented. Moreover, larger detectors can increase the sensitivity of the detectors and hence decrease the power consumption of the active illumination, which would allow for portable applications.
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 'Total realization of analogue and digital systems on silicon for ambient technology' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

The research fellows in the TRANDSSAT project look for innovations in the enabling electronics to substantially reduce the power consumption of a portable transceiver to the level where they can have lifetime operation from a single battery, which results in a microwatt transceiver. Two fellows will focus on the design of the RF front end and two others on the AD/DA converters. In the integration phase close collaboration between all fellows aims at the design of the microwatt transceiver with reduced power consumption by an order of magnitude, compared to current state-of-the-art. The power reduction is of utmost importance for the development of and brings several design issues. Innovative system design approaches on silicon are required to solve the issue of disproportional power dissipation while increasing the computing power.
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 Europe proposal on 'Early detection of treatment response in breast cancer'.

assistant: **Concept**

Breast cancer is the prominent cancer among women globally, with over 2 million women diagnosed annually. Even though early detection and advancements in treatment have led to improved outcomes and survival rates, still, 685,000 women died in 2020. It is thus fundamental to select the best treatment for the individual patient (precision medicine) to improve outcome and reduce side effects (personalized healthcare). The challenge is that predicting how well a patient responds to the therapy takes many months and is uncertain. With this trial-and-error approach, patients can be subjected to treatments that have no or very little effect and suffer from side effects. Importantly, precious time can be lost in finding the right treatment. The proposed solution is Hyperpolarized Magnetic Resonance (HypMR) imaging that may be able to detect non-responders to chemotherapy after the first treatments, much earlier than the current 3-4 months of a full treatment cycle. Thus, it may allow clinicians to adjust the therapy to the individual patient to improve the outcome significantly. HypMR is a novel molecular imaging modality that promises to revolutionize diagnostic radiology with a much wider perspective. The project team comprises world-leading academic, public, and industrial partners in the field of HypMR that will conduct the necessary R&D towards multicenter clinical studies and commercialization of the technique, starting with breast cancer as the first use case. RESPONSE will have significant impacts for the SME Polarize. It will represent a major milestone to raise capital and investments needed for the final steps to market (clinical studies).Commercialization of the clinical polarizer and consumables, incl. the contrast agent, is expected to generate cumulative revenues
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 'GReen Desalination: A closed-loop technology for full recovery of water and raw materials from the wastewater effluent' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

GReen Desalination Project aims to deliver a well-proven concept to the water and salt markets. The desalination process involves a lot of wastewater that is currently discharged into water bodies, causing environmental degradation, while its energy and resources content goes wasted. These raw materials are leaking today from our economies and can create significant business opportunities, both in and outside EU.SOL-BRINE system comprises an advanced technology that can: (a) provide a near-market solution to the complex issue of sustainable brine handling, (b) improve the efficiency and overall costs of desalination; and (c) recover raw materials. The proof of concept was demonstrated successfully through the development of a pilot system within the European project with the acronym SOL-BRINE. It managed to prove the concept of Zero Liquid Discharge and full resource recovery (water and salt) from desalination brine. The pilot system has been tested thoroughly and the developed technology has reached high readiness level (TRL = 6). The European funding will be utilized for elaborating the feasibility study and an investable business plan for applying this eco-innovation to end-users in industry, tourism, municipalities etc. The feasibility study has the following objectives: • To verify market readiness of this eco-innovative water solution • To get a clear picture of the target market and identify the market segment that is ready to buy this technology; • To assess market readiness in terms of receptiveness of our technology; • To explore and assess the commercial potential of this breakthrough idea • To make a competitive analysis • To estimate cash flow, income and expenses, break-even points • To produce a growth plan • To determine key economic data such as ROI (Re
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 'Reconstruction and understanding of molecular networks' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

A major challenge for current biology is to understand how bio-molecules interact and cooperate to achieve their joint cellular functions. Understanding a pathway requires that we first reconstruct the network - identify what molecules participate in a given pathway and how they interact, and then characterize its functional modes. Following the explosion of genome wide assays, network reconstruction became a central task in molecular biology, spanning signaling, metabolic, and regulatory pathways. However, despite intensive research, many fundamental cellular pathways are only partially known, and not well understood. For instance, in the metabolic pathways of S. cerevisiae, perhaps the best understood biochemical network, 20 percent of enzymes and transporters are unidentified. In the same organism, only 30 percent of the interactions in the signaling pathways are known. The goal of the research proposed here is to develop computational and statistical methods for completing partially known biological pathways and use these methods to reconstruct and understand two important molecular pathways: metabolic pathways and signal transduction pathways. This will be achieved by learning how diverse functional data maps onto known networks, identifying recurring patterns of this mapping, and use them to predict unknown network components. We have recently showed how these patterns, which we call “activity motifs”, can be identified from data, and reveal organization principles of metabolic and signaling pathways1-2.
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 'Logical and Psychological Foundations for a Teleosemantic Theory of Productivity' (TeleoLogic).

assistant: **Concept**

How can we understand sentences we’ve never heard before? What distinguishes meaningful things from nonmeaningful things? These questions pose the problems of productivity and intentionality, respectively. These questions have typically been addressed independently. While this modular approach certainly has advantages, nosolution to either problem is fully adequate unless it satisfactorily integrates with a solution to the other. Moreover, work on these problems, especially the problem of productivity, has traditionally interacted only peripherally with psychological work on language understanding and language development.This project will explore the prospects of a leading theory of intentionality, teleosemantics, in addressing the problem of productivity. It will build a recent psychological theory of information management into the core of the theory of productivity. A growing body of literature surrounds the problem of productivity for teleosemantics, but the theory is not yet adequately predictive. By contrast, the traditional approach to the problem of productivity uses mathematical logic in the analysis of natural language. This clear formal structure allows for precise formulation and testing of hypotheses. Teleosemantics cannot be a legitimate alternative unless it provides similar predictive power. The project’s overarching question, “What should logic look like for a teleosemanticist?”. I will draw on my background in formal semantics and developmental psychology. Existing psychological theory of information management (a) faces similar problems as teleosemantics w.r.t. the problem of productivity and (b) has substantial resources for addressing those problems. Bringing these fields together provides a novel perspective on the overarching question. This will
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 'Unwanted catches of trawl fisheries: ecosystem effects and advances to an integrated management approach in the Mediterranean'.

assistant: **Objectives**

There is an urgent need to address the environmental effects of fishing in order to maintain healthy marine ecosystems that provide the services societies want and need. This problem is addressed in the new Common Fisheries Policy by encouraging the adoption of an Ecosystem Approach to Fisheries, including as a matter of priority the reduction of unwanted catches. In line with this policy, the project aims to address the ecosystem effects of commercial trawling, including the unwanted catches problem, and generate knowledge that will contribute to the adoption of EAF. The project is structured in several inter-disciplinar activities, starting with gathering existing information on fishing effort, catches, benthic species and habitats from trawling grounds in the NW Mediterranean. The information will be analysed to assess the vulnerability of by-catch species to trawling, and the Good Environmental Status of benthic ecosystems. The novelty of the research approach will be increased by the adoption of a social-ecological framework. Interviews with the principal stakeholders will aim to assess their perception on the services provided by ecosystems from trawling grounds, and identify priority areas for fisheries and for conservation. The vulnerability, GES and ecosystem services valorisation will be used to propose scenarios of alternative fishing strategies that minimise the negative effects on ecosystems, while taking into account societal priorities. Then, size-spectra mathematical models will be explored to assess the ecosystem response to the different scenarios, aiming to identify the optimal management alternatives. The project structure will follow the principles of a participatory approach, by taking into account fishermen’ perceptions on potential management alt
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 'Enhanced Microbial Electrosynthesis and Visualization of Microbial Metabolism'.

assistant: **Objectives**

Microbial electrosynthesis (MES) is a novel strategy in which microbes accept electrons from a cathodic surface to synthesize high-value chemicals and fuels via the reduction of carbon dioxide. A cathode material is an essential component of MES and hence the development of improved cathode materials is critical to enhance the performance of MES. The proposed work tackles the largely unexplored challenge to develop highly efficient cathode materials using hollow nanostructures and three dimensional graphene scaffolds to maximize biofuel production through MES. The electro-activity of the microbes at the hollow cavities is extremely fascinating as the cavities can behave like nano-reactors. Also, the proposed project will design a p-type CaFe2O4 semiconductor/Shewanella biofilm hybrid system as a photobiocathode to power MES with solar light through photo-generated electrons. Finally, a novel analytical technique will be developed to visualize the metabolic activity of the cathode-attached microbes using a fluorescent dye, redox sensor green (RSG). RSG coupled with microscopy can be used to directly visualize the metabolism of Shewanella oneidensis MR-1 attached on the cathodic surface. MES technology has already found early commercial applications in the US; this project aims to be a catalyst to stimulating the industrial sector in the EU to invest and develop this field. The proposed research falls into the category of EU climate and energy policies, and Europe Horizon 2020 strategy to reduce greenhouse gas emissions. Strong long lasting collaborations would be established during the research project that can create career opportunities for the applicant.