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: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Collective Intelligence for Energy Flexibility'.

assistant: **Innovation**

The COLLECTiEF consortium will enhance, implement, test and evaluate an interoperable and scaleable energy management system based on Collective intelligence (CI) that allows easy and seamless integration of legacy equipment into a collaborative network within and between existing buildings and urban energy systems with reduced installation cost, data transfer and computational power while increasing data security, energy flexibility and climate resilience. This is done through developing software and hardware packages to install and smart up buildings and their legacy equipment on large scale, meanwhile to maintain simple and robust communication with the energy grid. The proposal includes the following objectives: (1)Enhancement and adaptation of algorithms for creating a CI-based energy flexible network (2)Realization of CI-based cost-effective system components with easy deployment and maintenance (3)Demonstration and testing of a CI-based energy network in the real environment (4)Testing and implementing a scalable and customizable occupant-centric fusion sensor network for accurate and non-invasive environmental monitoring (5)Designing and implementing a smart, user-centric and user friendly digital platform for interacting with users and controlling technical building systems (6)New business model for energy services including a clear model for commercialization of COLLECTiEF system. This will be achieved by building on technologies developed in previous EU-funded projects and by expertise from the scientific and commercial partners of this proposal, involving a number of highly innovative SMEs. The consortium forms a full value chain with academic partners, component manufacturers, building owners and - associated through LoIs - energy providers. The provided sc
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 'The meanings of ‘voting’ for ordinary citizens, their causes and consequences' (DeVOTE).

assistant: **Innovation**

On Election Day, citizens are usually asked to vote by placing a mark besides one party and/or candidate on a ballot paper. What meanings do citizens attribute to that mark? Frequently it is assumed that citizens share the view that the mark is substantively meaningful. Yet high rates of abstention, rejection of politics as usual, distrust in election administration and integrity, and democratic backsliding now challenge this assumption. This project aims not only to provide first-time evidence on what ‘voting’ means for ordinary citizens, but also to examine variation in such meanings between individuals and across types of democracies; study how elections create and modify these meanings; and investigate their attitudinal and behavioural consequences. ‘Meaning’, in this project, refers to both the significance of voting for citizens as well as what is meant by voting for citizens, which may encompass citizen definitions or understandings of voting and/or the motivations they have for voting or not. Looking at what voting means for citizens in a variety of countries promises to provide a ground-breaking understanding of citizen-conceptualizations of representation and the psychology of voting that can challenge conventional wisdom about participation and voting as well as lead to practical implications for how elections are run and administered. In addition, the project agenda will result in an observatory devised for systematic data collection on the meanings of elections on Election Day. In the long run, this will provide a resource containing information about the political meanings given to elections by citizens themselves and can be used as a basis to refine and challenge the constructed interpretations commonly assigned to elections by the media and politicians.
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 'A SKIN CANCER SCREENING TOOL' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

Skin cancer has the highest rate of increase for all types of cancer. On the other hand, even the virulent skin cancers such as malignant melanoma can be cured. The key is early detection and the key to early detection is regular screening. There exists a clear need to improve the quantity and quality of skin cancer screening in Europe and, indeed, world-wide. That requirement, which will increase in the future, cannot be met by the current dermatologist-based methods as they are too costly and require highly skilled physicians.The primary objective of this project therefore was to develop a laboratory prototype of CANDACE (Classification And Neural Diagnostic Analysis for Cancer of the Epidermis) into a marketable medical device and pave the way for its deployment throughout Europe. The tool was intended to be used by relatively untrained and low cost physician assistants (i.e. nurses, technicians, etc.) to pre-screen patients for malignant melanoma. CANDACE provides not only better health care but does so at lower cost to the social system, while simultaneously improving the profit margin of the clinic or medical practice.CANDACE is easy to handle: patient information is first entered to the system, afterwards the operator images the skin lesions with a video camera. Upon activation, the system analyses the image and patient's data and within seconds issues the result: benign or suspicious. Patients having only benign lesions may be given a clean bill of health, patients with a suspicious lesion are referred to a trained dermatologist or oncologist.CANDACE uses sophisticated image processing, feature extraction, pattern classification and artificial neural network techniques to produce a diagnosis. Features extracted from the preprocessed image correspond to those use
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 'Representations of quantum affine algebras and applications' (QAffine) under Horizon 2020.

assistant: **Objectives**

Quantum affine algebras are important examples of Drinfeld-Jimbo quantum groups. They can be defined as quantizationsof affine Kac-Moody algebras or as affinizations of finite type quantum groups (Drinfeld Theorem).The representation theory of quantum affine algebras is very rich. It has been studied intensively during the past twenty fiveyears from different point of views, in particular in connections with various fields in mathematics and in physics, such asgeometry (geometric representation theory, geometric Langlands program), topology (invariants in small dimension),combinatorics (crystals, positivity problems) and theoretical physics (Bethe Ansatz, integrable systems).In particular, the category C of finite-dimensional representations of a quantum affine algebra is one of the most studiedobject in quantum groups theory. However, many important and fundamental questions are still unsolved in this field. The aim of the research project is to make significant advances in the understanding of the category C as well as of its applications in the following five directions. They seem to us to be the most promising directions for this field in the next years :1. Asymptotical representations and applications to quantum integrable systems,2. G-bundles on elliptic curves and quantum groups at roots of 1,3. Categorications (of cluster algebras and of quantum groups),4. Langlands duality for quantum groups,5. Proof of (geometric) character formulas and applications.The resources would be used for the following :(1) Hiring of 2 PhD students (in 2015 and 2017).(2) Hiring of 2 Postdocs (in 2015 and 2017).(3) Invitations and travel for ongoing and future scientific collaborations.(4) Organization of a summer school in Paris on quantum affine algebras.
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 'Detoxification of reactive oxygen species: molecular strategies' (1998-2002).

assistant: **Concept**

The first aim is to determine the mechanism whereby H202 acts as a signal inducing local and systemic glutathione accumulation in the C3 crop species, barley. The second aim is to identify and characterise the intracellular redo sensors and responsive-responsive transcription factors involved in sensing and relaying H202-induced stress signals to the nucleus and other responsive-responsive genes. A complete understanding of the molecular and metabolic factors involved in responsive signal transudation is fundamental to crop improvement but is, at present, lacking. Active oxygen species (AOS) such as H202 have been shown to mediate intra- and intercellular communication following exposure to pathogens and to environmental stresses. H202 is a key component in the hypersensitive response and the systemic acquired resistance (SAR) that follows attack by virulent pathogens. Details of the transudation sequence(s) through which local infection leads to SAR remain elusive, although both local and systemic increases in salicylic acid are key features. The first approach in this research programme involves barley mutants lacking a specific 53kDa catalyse. These plants provide an ideal system to explore mediated-mediated signal tradition. The second approach aims to identify signal transuding elements that respond to oxidative stress. Key to this approach is a deletion mutant in a transcription factor, YAP1, in S. cerevisiae. It is involved in the expression of oxidative stress-responsive genes.
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 'Support for the advancement of policy cooperation between India and Europe in Research and Innovation' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Bibliometric and project participation analysis highlights that scientific cooperation between India and Europe increased significantly in recent years. STI policy stakeholder have supported this dynamic development by agreeing on an EU-India S&T Agreement, and added concrete value through co-drafting an EU/MS-India Strategic Agenda for Research and Innovation, which pinpoints specific thematic areas of common interest. In this Strategic Agenda a new organisational structure for the strategic STI dialogue between EC/MS and India consisting of a Group of Senior Officials assisted by a dedicated working group and thematic/industry groups is proposed.By building on mutual Europe-Indian interest, INDIGO POLICY is committed to support these STI dialogue structures through the provision of analytical evidence, operational STI policy support, dedicated PR measures, and concrete pilot activities. In particular, INDIGO POLICY1) concentrates its activities on those Societal Challenges which are outlined in the Strategic Agenda on Research and Innovation, and which can be meaningfully tackled by focussing on biotechnology and water-related R&D activities;2) provides continuous monitoring, evidence-based analytical input as well as policy-advice to stimulate and enhance STI cooperation between Europe and India especially with regard to Horizon 2020,3) supports STI policy cooperation in a flexible geometry that facilitates a regular exchange between the EC, MS/AC and major stakeholders in India and4) pilots two concrete joint activities to support STI cooperation between Europe and Indian research organisations and researchers at operational level.INDIGO POLICY is supported in India by the Ministry of Science and Technology, the Council of Scientific and Industrial Research, and a c
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 'Knowledge Based Process planning and Design for Additive Layer Manufacturing'.

assistant: **Objectives**

Mass production is shifted towards the countries with lower factor cost. European industry must search for a chance in customized and hi-tech products, trying to take advantage of its supremacy regarding new technologies development. Aerospace industry, automotive industry, medical implants, hi-end equipments industry, consumer products, protection and safety are the target sectors –which include more than a million of European enterprises in real need of customized product. Additive Layer Manufacturing (ALM) -also known as Free Form Fabrication and formerly Rapid Manufacturing-, is a novel fabrication method of parts directly from the electronic model by layer manufacturing, using active principles such as laser and Electron beams. Currently, ALM is the first and the best option for short series of customized products. However, layered manufacturing is not without challenges. Part properties, dimensional accuracy and surface quality depend strongly on process planning, and sometimes prevent ALM parts to be considered as fully functional. The objective of KARMA is to respond to above mentioned challenges with a knowledge-based engineering system (KBE) that can estimate functional properties of ALM parts automatically and in short time. The KBE system would define the optimal production parameters automatically and execute a virtual test of the fabricated part. The KBE system will include a database with characterized material and part properties for all major ALM technologies. The development of such a KBE system is a difficult and demanding task, which will involve both ALM users and companies from the final customer sectors. A combination of mass production metal IAGs (FEMEVAL) and ALM IAGs (ASERM, AFPR and RAPIMAN) set up the proposal as a cohesion factor between mat
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 'Price jump dynamics and evolution of market panic'.

assistant: **Objectives**

The proposed project studies the dynamics of extreme price movements, or price jumps, using high-frequency data of financial assets. In the first stage of the project, fellow address the issues of price jump indicators in the multivariate context as opposed the univariate price jump indicators dominating the literature. Then, he will compare his indicators with those in the literature using Monte Carlo analysis as well as real data. In the second stage, he focuses on the price jump dynamics methodology, which is rarely touched in the literature. First, he develops the two-stage method, where he first identifies price jumps using the previous mentioned indicators, and, in the second, step he estimate the market dynamics in different market regimes defined through the presence of jumps. He further extends the model and joins both stages into one. This new model based on the maximum likelihood will estimate price jumps and their dynamics in one step and thus provide more robust results. He further applies the methodology on the simulated data and the empirical high-frequency data for various stocks or stock market indices. Thus, he obtains the quantitative description of phenomena like information spread across financial markets—price jumps serves as a proxy for moment when information hits the market—or even market panic. The results can be directly applied to study financial integration of different markets, their stability in the financial crisis, contagion of market panic and to propose more efficient policies and construct more robust portfolios. Finally, fellow proposed a theoretical model based on the continuous-time DSGE methodology, which set the theoretical grounds for the observed phenomena. When fitted on the data, the model will significantly extend the curren
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 Fifth Framework proposal on 'Env. law & policy.econf'.

assistant: **Innovation**

The proposal includes three Euroconferences focused on implementation of EU environmental law and policy in Member States and in Associated States. The overall objective is to disclose possibilities and potential barriers for implementation inherent in the EU system as such, in the Member States and in Associated States.
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 'The quest for oceanic sediments within the Ancient Martian sedimentary record', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

The Martian missions have gradually revealed that Mars abounds with evidence of a full ancient hydrological system favourable to life emergence. If so, there is every reasons to believe that Mars has hosted a hemispheric ocean covering the northern lowlands. This hypothesis is as old as Mars exploration, but has been repeatedly challenged over the past two decades. The case of primitive Martian ocean remains one of the planet’s most controversial and unsolved issue. Recent discoveries are re-opening this question mainly highlighting that the main oceanic activity may be older than we thought with related deposits partly exhumed and two rovers (Mars2020/NASA arrived in 2021 and ExoMars/ESA-Roskosmos to be launched in 2022) have landing sites in the oldest terrains never explored on Mars, displaying sediments possibly linked with an ocean system. To wind up the debate, the identification of ancient deposits of the same age, same composition with a global distribution in agreement with a possible ocean level is required. But such clues are small scale exposures solved only by high-resolution orbital data set (>10 To of data) or by in situ exploration preventing a forward link to the global context. Oceanid proposes to face this challenge by investigating at different scale: global, mesoscale and microscale using complementary dataset (orbital, in situ and experimental data).  Oceanid will also lie on innovative methodology of orbital data mining: geological object recognition by artificial intelligence, erosion/deposition evolution models, clustering from multi-type of data…Oceanid objectives are to describe the early Martian sedimentary record accumulated below possible global ocean levels, to establish a fine-scale chronology of primitive events, to contextualize Mars202
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 acclimation of cardiac function to low temperatures in the Atlantic cod, gadus morhua' (1994-1998) under Fourth Framework.

assistant: **Objectives**

The project presented will provide new data to understand the chronotropic acclimation response at low temperatures and investigate the mechanisms proposed for the inotropic response in a teleost species: the Atlantic cod, Gadus morhua. The experimental approach will also contemplate the length of the acclimation time because this is one of the variables that lead to different conclusions in the previous literature on the subject In experiment I atrial muscarinic and p-adrenoreceptors will be quantified using a slide/mircopunche technique at two different acclimation temperatures (low=5QC and control=lOrC). Since the binding to muscarinic and ,B-adrenoreceptors display an antagonistic action their balance should lead to a compensated increase in heart rate coincident with the observed Q10<2 in several teleost species. The aim of experiment II is the evaluation of extracellular and intracellular (sarcoplasmic reticulum) calcium sources during the acclimation response to low temperatures using atrial and ventricular strips and ryanodine, a drug that blocks calcium transport from the sarcoplasmic reticulum. In acute studies Hove-Madsen (1992) demonstrated the insensitivity of contraction force at 5rC to ryanodine in the rainbow trout after acute exposure to low temperatures, suggesting that excitationcontraction coupling is exclusively dependent on extracellular calcium sources, what could potentially limit the chronotropic acclimation response.licit Finally, in experiment III the response of the whole organism to acclimation temperature will be analyzed by measuring cardiac output, blood pressure and plasma catecholamines. Any major change found in experiments I and II will be significant for the survival of the individual only if it impairs the ability of the heart to su