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 Horizon 2020 proposal for the project 'The first holistic restaurant forecasting tool to reduce food waste by predicting future demand'.

assistant: **Objectives**

Prognolite GmbH is a Swiss SME that is using artificial intelligence to combat the €20 billion food waste crisis within the restaurant sector. Through Prognolite software, restaurants can reduce food waste by up to 50% by accurately predicting food demand. The software has already caught the eye of six renowned Swiss and German multi-unit restaurants (including an international chain), testing it in 12 of their restaurants, reporting reduced food costs by up to 6%, and staff costs by 5-15%.10.5 million tonnes of edible food is wasted each year by EU restaurants, primarily due to the difficulty of estimating the exact food demand. This complexity of accurately forecasting sales is causing restaurants to (i) dispose to waste over 10% of the purchased food and (ii) reduce efficiency of staff planning, resulting in poor customer service and unnecessary high staff costs. Traditional methods of demand forecasting of manually analysing historical data are inaccurate, highly dependent on staff experience and time consuming. The few digital solutions that exist fail to, within one software, optimise the two cost centres (food and wages) that gobble 80% of restaurateurs’ costs and often unaffordable to many. Moreover, most of these solutions are designed by Point-of-Sale (POS) systems providers and are only compatible with their own POS who cannot scale in an EU and global market where there are numerous POS systems.As such, we have a unique advantage within the burgeoning €2.64tn global restaurant/food service market that has >2.5mn restaurants (EU & US only). With a product that enables restaurants to save, within a month, up to 8x what they would have paid us and widest POS compatibility (>80% of EU & US), we seek to be the global leader in demand forecasting solutions for the
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 'Language assessment in virtual mobility initiatives at tertiary level – teachers’ beliefs, practices and perceptions'.

assistant: **Innovation**

Virtual mobility (VM), also termed as telecollaborative or virtual exchange (VE), entails a situation, in which students interact and cooperate, and thus engage in intercultural exchange, with peers from partner institutions by means of online communication tools. VM is reported to have a positive impact on students’ personal growth, foreign language (FL) competences as well as intercultural and transversal skills. Being easily accessible to students from different cultural, geographical, linguistic and economic backgrounds, as well as to students with disabilities, VM promotes inclusive education and social equity. VM is a relatively new trend in education, which is reflected in the scarcity of publications and teacher education opportunities in this area. This project addresses the topic of assessment in virtual mobility projects in FL courses at tertiary level. In particular, this mixed-methods research aims to explore, both longitudinally and cross-sectionally, assessment practices as well as the FL teachers beliefs’ about the shape and the content of assessment in virtual contexts. Assessment tools and course syllabi used in virtual exchanges will be analysed to gain insight into the level of constructive alignment between the tools, tasks and learning objectives in VM projects. The data will be collected by means of both qualitative and quantitative instruments: a questionnaire, a online reflective journal, semi-structured interviews and a document analysis framework. The research findings will be used to formulate practical recommendations for improving assessment in VM projects and set up a collection of real-life examples of promising practices illustrating effective efforts of planning and administering assessment in virtual projects in Europe and beyond. The
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 'Novel miniaturized photoacoustic cell integrated with compact mid-infrared widely-tunable laser for gas-detection applications' (2007-2013), addressing dissemination and exploitation.

assistant: **Impact**

Compact laser-spectroscopy gas detectors capable of analyzing the traces of chemical compounds in gas samples of small volume are in strong demand of applications, which need reliable substance-selective high-sensitivity analysis of gas media. Such gas detectors can be used as leak detectors for localizing explosive, toxic or narcotic substances in public accommodations. The detectors may be applicable in Life Sciences for analysis of weak gas flows emitted by small-scale biological samples: small animals and plants, their organs, tissue pieces or microscopic objects down to individual cells.The demand can be met by making of a gas detector based on a widely-tunable mid-infrared semiconductor laser and a novel miniaturized resonant photoacoustic cell. The design of this cell is optimized so as to reduce essentially the cell sizes and, simultaneously, to provide the high-performance cell operation at a selected acoustic resonance. For the properly optimized resonant cell, the window background (a signal arisen in the cell due to absorption and reflection of light beam by the cell windows) is absent at any modulation regime. Such a background-free cell is applicable to detection of any infrared-active compound whatever the spectral features of the compound. This cell design can be easily adapted to any laser-beam diameter and modulation frequency. Despite the essentially reduced sizes, the miniaturized cell is comparable to the well-developed macro-scale cells in the performance.The project goal is to integrate this novel miniaturized cell with a mid-infrared external-cavity quantum cascade laser into a compact photoacoustic gas detector and demonstrate the detector capabilities in experiments. Several detector prototypes, which answer to diverse applications, will be cre
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 how 'Disruption of systemic and microenvironmental barriers  to immunotherapy of antigenic tumors' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The frontier in cancer therapy of orchestrating the immune system to attack tumors is producing unprecedented survival benefit in some patients. The corollary is lack of efficacy both in ostensibly responsive tumor types as well as others that are mostly non-responsive. The basis lies in pre-existing and adaptive resistance mechanisms that circumvent induction of tumor-reactive cytotoxic T cells (CTLs) capable of infiltrating solid tumors and eliminating cancer cells. A priori, cancers induced by expression of human papillomavirus oncogenes should be responsive to immunotherapy: these cancers encode immunogenic neo-antigens – the oncoproteins E6/7 – necessary for their manifestation. Rather, such tumors are poorly responsive to immunotherapies. Results from my lab and others using mouse models of HPV-induced cancer have established an actionable hypothesis:  during tumorigenesis, such tumors erect multiple barriers to the induction, infiltration, and killing of cancer cells by tumor antigen-reactive CTLs. These include overarching systemic antigen-nonspecific immunosuppression mediated by expanded populations of myeloid cells in spleen and lymph nodes, complemented by immune response-impairing barriers operative in the tumor microenvironment. A spectrum of models will probe these barriers, genetically and pharmacologically, establishing their functional importance, alone and in concert. A major focus will be on how oncogene-expressing keratinocytes elicit a marked expansion of immunosuppressive myeloid cells in spleen and lymph nodes, and how these myeloid cells in turn inhibit development and activation of CD8 T cells and antigen-presenting dendritic cells.  Then we’ll assess the therapeutic potential of barrier-breaking strategies combined with immuno-stimulatory moda
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 'Sixth European symposium on calcium binding proteins in normal and transformed cells' under Fifth Framework.

assistant: **Concept**

The Sixth European Symposium on Calcium Binding proteins will be held in Paris 14-18 June 2000. It will be the 6th symposium of a series of European Symposia on Calcium Binding Proteins in Normal & Transformed Cells that are held every second year in different European cities. In line with the previous symposia in this series, the Paris meeting aims at encouraging exchanges & discussions in various areas of the role of calcium in cell biology & diseases. Topics expected to be covered range from calcium sensing & signalling to molecular aspects of calcium-regulated events & the characteristics of different calcium binding proteins. Among the latter,C2-domain proteins, annexins, EF-hand proteins, extra-cellular proteins will be covered with respect to their structure & function. Structural information obtained by different techniques will be presented. The functional approaches, including the generation of dominant negative mutants as well as gene knock-outs both at the cellular level & in mice are gaining momentum.A large number of communications will address the use of new technologies localising in real time calcium-binding proteins in relation to calcium levels by the use of new probes, new optical & electronic devices. Finally, in addition to covering aspects of basic research, new results establishing correlation between proteins involved in calcium-stimulus response coupling & human diseases will be presented. The meeting will be attended by around 150 to 200 persons. It will be a forum for discussing novel scientific results both during the talks & in the poster sessions. An important participation of companies developing new devices & new soft wares is in discussion. They will present material & will offer workshops in the afternoon. A large number of young resea
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 'Sarcomere based Signals in Muscle Remodelling', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The sarcomere is the structural unit of striated muscle tissues where thick and thin filaments cooperate to achieve muscle contraction. Recently it is becoming increasingly clear that sarcomeres have in addition to muscle contraction also important signaling functions: Stretch and strain sensing signalosomes are assembled by the giant muscle proteins titin and nebulin, that in turn are embedded into the sarcomere. Thereby, titin and nebuliun with dual structural scaffold and biosensing functions intricately connect the sarcomere to muscle remodelling.Molecular progress on titin- and nebulin based sarcomeric signalosomes has been accelerated during recent years, and the next step require is a functional understanding regarding how titin and nebulin and associated signaling complexes generate biochemical signals, and how these signals in turn, control muscle trophicity and remodelling. This network addresses this issue by bringing together teams leading in titin and nebulin muscle biology from America, Japan, and the US. Each team will contribute specific resources to study titin- and nebulin-based muscle remodelling, including transgenic animal models, compounds from high-throughput screens, and intricate myofibril mechanics. Importantly, SARCOSI will provide the European researchers resources that are otherwise not available.While the participants have collaborated and published together occassionally in the past, the SARCOSI network will establish long-term strategic EU transcontinental partnerships by staff exhanges and joint mentoring of thesis and postdoctoral projects. The exchange of staff will enhance the transfer of technologies and models between participating laboratories. By working close together and sharing resources, progress will be achieved much faster t
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 'Passive and Active Systems on Severe Accident source term Mitigation' under Seventh Framework.

assistant: **Concept**

In case of a severe accident in a Nuclear Power Plant (NPP) fission products are released from the degraded fuel and might reach the environment if their confinement is lost and/or bypassed. Given the high radio-toxic nature of fission products for environment and population, their release should be avoided at all costs. This highlights the importance of relying on efficient mitigation systems capable of reducing as much as possible any accidental release. This overall statement becomes even stronger after the accident of last year at Fukushima Daiichi NPP.Current NPPs are furnished with safeguards based on the Design Basis Accident and some extensions to cope with accidents beyond the design bases. So, there are a number of mitigation systems within a NPP, both to accommodate the energy release and to deplete most of potential radioactive emission to the environment. Sprays, suppression pools, high efficiency particle filters, etc. are among those contributing to source term attenuation.The PASSAM project is of an R&D experimental nature, aiming at:Exploring potential enhancement of existing source term mitigation devices,Demonstrating the ability of innovative systems to achieve larger source term attenuation.The understanding gained from in-depth analysis of experimental results will make it possible to produce simple models and/or correlations easy to be implemented in accident analysis codes, this way enhancing code capabilities to model Severe Accident Management guidelines, both for current NPPs and for future ones.The PASSAM project involves nine partners from six countries, coming from diverse organization types: Technical Safety Organizations (IRSN), applied research (CIEMAT, PSI, RSE, VTT), more academic research (CSIC, UniLor) and utilities/industry (EDF, AR
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the specific objectives and expected outcomes for 'Variation on a theme: evolutionary-developmental insights into the Asteraceae flower head' in the context of a Horizon 2020 call.

assistant: **Objectives**

Plant reproduction relies on flowers and their arrangement into inflorescence –two interrelated traits that exhibit impressive variation between plant lineages and constrain crop yields and horticultural forms. A key aim in evolutionary biology is to unravel how the modification of genetic networks has led to the diversification of reproductive plant architecture and floral form. This project addresses this aim by seeking to understand how two fundamental biological processes, floral architecture and symmetry, have evolved in the daisy family Asteraceae, with unique combinations of these traits. Much of the research on Asteraceae has concentrated on model plant systems with simple heterogamous capitula (e.g. gerbera, sunflower). We propose an original and novel evolutionary-developmental (evo-devo) approach to floral evolution, by bringing to this field the species of Asteraceae with secondary heads (=syncephalia). This unique capitulum architecture has arisen from two rounds of capitulescence (i.e. inflorescence condensation followed by simplification) during their evolution. Syncephalous species which comprise ca. 70 genera from 11 tribes provide an invaluable source of material for deciphering the genetic basis of capitulum evolution since their genomes bear the signature of two inflorescence shifts toward capitulescence. Our approach, integrating the most recent experimental and theoretical developments in evo-devo and genomics fields, provides a unique opportunity to ask fundamental questions relating to coordinated trait evolution, and to increase our understanding of how genetic pathways have been altered or co-opted during the evolutionary diversification of flowers. The knowledge gained has the potential to open up novel molecular breeding strategies for develo
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 'A configurable virtual reality system for multi-purpose industrial manufacturing application (IRMA)', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

Virtual Reality technology is the latest presentation technique to come out of the University environment, largely driven and financed by the requirements of the military establishment and the space exploration industries. This project will combine this core technology qith integrated and enhanced modelling and simulation tools to create a cost competitive suite of software solutions for industrial applications. The tools when developed will provide industry with a new method of creating and validation World Class Entreprises" as well as providing an interactive immersive environment based on the creation of the "Intelligent Virtual Factory" as the platform to train or retrain a workforce, and to transfer industrial skills to rural regions. This Project has been endorsed by the International IMS Committee as outline Proposal Number 97007, and has been submitted for full approval. The Full Proposal has been positively evaluated technically, with final endorsement pending."
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 'Development of novel SOlid MAterials for high power Li polymer BATteries (SOMABAT). Recyclability of components' (SOMABAT).

assistant: **Innovation**

SOMABAT aims to develop more environmental friendly, safer and better performing high power Li polymer battery by the development of novel breakthrough recyclable solid materials to be used as anode, cathode and solid polymer electrolyte, new alternatives to recycle the different components of the battery and cycle life analysis.This challenge will be achieved by using new low-cost synthesis and processing methods in which it is possible to tailor the different properties of the materials.  Development of different novel synthetic and recyclable materials based carbon based hybrid materials, novel LiFePO4 and LiFeMnPO4 based nanocomposite cathode with a conductive polymers or carbons, and highly conductive electrolyte membranes with porous architecture based on fluorinated matrices with nanosized particles and others based on a series of polyphosphates and polyphosphonates polymers will respond to the very ambitious challenge of adequate energy density, lifetime and safety.An assessment and test of the potential recyclability and revalorisation of the battery components developed and life cycle assessment of the cell will allow the development of a more environmental friendly Li polymer battery in which a 50 % weight of the battery will be recyclable  and a reduction of the final cost of the battery up to 150 €/KWh.The consortium has made up with experts in the field and complementary in terms of R&D expertise and geographic distribution.