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: Describe the specific objectives and expected outcomes for 'PsstMenu  allows customers to place orders directly from home or restaurant tables using only a smartphone.' in the context of a Horizon 2020 call.

assistant: **Objectives**

PsstMenu  main goal is to allow customers to place orders directly from their tables in Restaurants/Hotels using only a smartphone. This allow restaurants to increase sales, reduce staff costs and improve customer satisfaction. Waiting for waiters to come and take orders will soon be history!!! The solutions eliminates the inefficient management of orders due to various human factors and provides a direct communication channel between the restaurant and the customer. It reduces significantly the number of visits done by a waiter to the tables, let them more time to do a better customer service.To achieve this goal, MeshPorto has developed a new concept, based on mobile technology, able to install in just a couple of hours, just needing to setting up the digital menu and print Qrcode information to place on the top of the tables. Many approaches have been tested (mainly by POS suppliers) in order to mitigate this issue, however the results are far from expected. After two months of commercialization, we have more than 370 active users and 840 in-restaurant sales. PsstMenu has 7 active restaurant paying clients and 3 more will be soon available in second week of November. We expect to achieve 65 restaurants until the end of this year and more than 650 restaurants in the end of 2018.
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 'Optimized Risk-based Intelligence-driven Operations for Next-generation Secure, Reliable and Privacy-preserving Border Management' (ORION) under Horizon Europe.

assistant: **Objectives**

ORION will (a) improve coordination between border, customs and security controls through the development of novel, ground-breaking technologies to streamline processes and enhance communication between various control points; (b) optimize resource allocation for border checks in a dynamic manner, reducing wait times and hassle for travellers while maintaining high security standards; (c) enhance threat detection capabilities of border authorities in challenging operational environments such as on roll-on-roll-off ferries where vehicles and passengers are in continuous movement; (d) enforce interoperability with existing databases and tools and legacy systems used by different EU MSs; (e) improve energy efficiency and reduce the environmental impact of the border passing operations minimizing the waiting queues and reducing traffic congestion in these border crossings points and (f) ensure strong ethical and legal compliance of the developed technologies in order to protect travellers’ personal data. Its innovative framework will be demonstrated in 4 diverse yet complementary use cases, i.e., targeting passenger and vehicle verification during (a) embarkment and (b) disembarkment from roll-on-roll-off (Ro-Ro) ferries, (c) enhanced risk assessment and resource allocation at land border check points and (d) improved security for passengers travelling by train.


**Keywords:** Risk Assessment, Resource Allocation, Ro-Ro Ferries, Energy Efficiency, Identity Verification, Vehicle Screening, Seamless Border Crossing, Fuzzy Search
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 'Green Transition through Cooperation models' (GREENCOOP).

assistant: **Concept**

The challenging EU socio-economic context for the near future (land abandonment, population aging, young farmers, rural low technology access, and entrepreneurs´ migration) imposes the need for developing new Rural Communities Business models (RCBM). These models will improve current rural business allowing to overcome the current situation and adopt innovative and cost-effective agroecological and digital solutions while increasing the environmental ecosystem services delivery, farmers’ quality of life and rural areas revitalization. The GREENCOOP overall objective is to develop a set of 15 (EU) and 2 (China) LL communities to co-create agroecological and digital innovations (ADIs) as 12 demos to promote social economy, enhancing farmers prosperity and rural entrepreneurs by optimizing the use of in-farm resources, reducing environmental damage, improving working conditions, and inclusion (i.e. youth, women.), fostering bioeconomy and circular economy, and increasing the number of high-quality jobs and competences. ADIs will be integrated into relevant types of farming systems (farm ideotypes) selected by GREENCOOP Living Labs (LLs) and the basis for the RCBM by promoting the farmers and rural entrepreneurs’ participation in the food systems. This will contribute to increase ecosystem services delivery and valorisation, improve food security, and mitigate and adapt farming systems to climate change increasing market resilience. GREENCOOP is a 4-year project that aspires to (i) create and evaluate, through a multimodal and multidisciplinary approach, a set of 12 ADIs  (ii) analyse the integration of ADIs and industries interactions in EU relevant among rural business by developing RCBM and (iii) benchmark the current business models with the RCBM by assessing their econ
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 'Detection of persistent infections by human papillomaviruses' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The SMEs MIKROGEN and BIOSYNEX are well established in the field of diagnostic tests for infectious diseases in humans and perform active research into innovative products. As a critical step to get access to the lucrative market of diagnostic kits for the detection of persistent infections by human papillomaviruses (HPV), the SMEs teamed up with partner UIBK who developed a unique set of immunological tools suitable for this purpose, and two leading European gynecological clinics with longstanding interest in improving clinical management of HPV-associated diseases. Currently used diagnostic tools can detect HPV DNA in cervical smears but fall short of discriminating between transient infections which can spontaneously regress and persistent infections, which have a high chance to progress to high-grade squamous intraepithelial lesions. At this point, the PIPAVIR consortium comes in with the proposal to develop and validate a new diagnostic test for progressive infectious diseases that allows detection, by sandwich-ELISA, of HPV E7 proteins in cervical smears, as markers specific for persistent infections with bad prognosis. In addition, it is planned to develop and validate a diagnostic test strip for rapid detection of viral E7 proteins in cervical smears, most appropriate for alternative diagnostic procedures, such as self-sampling, as well as for the use in low-resource settings. As a major innovative feature, both proposed products use as molecular markers virus-encoded proteins closely related to infection-associated pathology, rather than just the presence of viral DNA or any surrogate markers. Based on the potential of the technology to meet a real clinical need, it can be anticipated that the ability of the participating SME partners to provide and market such
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 'Combining epidemiology and radiobiology to assess cancer risksin the breast, lung, thyroid and digestive tract after exposures to ionizing radiation with total doses in the order of 100 mSv or below'.

assistant: **Innovation**

Recent epidemiological studies suggest that cancer risk after exposures with doses comparable to the dose limits for occupationally exposed workers may be larger than assumed by ICRP in the derivation of these limits. The value of cancer risk from such exposures and its dependence on tissue, radiation type and individual factors is largely unknown. The innovative approach proposed here combines epidemiology and radiobiology in order to quantify cancer risks after low-dose or low-dose-rate exposures to ionizing radiation. Key factors of radiation induced carcinogenesis such as genomic instability will be measured in cancer tissues and blood samples from members of the following radio-epidemiological cohorts: French Haemangioma Cohort, Mayak Worker Cohort and thyroid cancer cases after the Chernobyl accident. Inter-cellular communication after exposure to low-dose radiation exposure and its influence on apoptosis, cell proliferation, differentiation and genomic instability will be explored with 2D cell cultures and 3D tissue models. This includes research on stem cells, which will be isolated from healthy human breast tissue. The results of the radiobiological studies will be integrated in the development of models of carcinogenesis for evaluation of major epidemiological cohorts: Atomic Bomb Survivors, French-Swedish-Italian Thyroid Cancer Cohort, Mayak Worker Cohort, Swedish Haemangioma Cohort, UkrAm Cohort on thyroid cancer after the Chernobyl accident, and UK National Registry for Radiation Workers. Cancer risk will be determined for the breast, lung, thyroid and the digestive tract after low-dose-rate exposure to low-LET radiation (external gamma radiation and internal radiation from 131I) and to high-LET radiation (alpha-particles from incorporated plutonium). Lifet
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 'Co-designed Citizen Observatories Services for the EOS-Cloud' (COS4CLOUD), addressing dissemination and exploitation.

assistant: **Impact**

COS4CLOUD (Co-designed citizen observatories for the EOS-Cloud) aims to design, prototyped and implemented services that address the Open Science challenges shared by Citizen observatories of biodiversity, based on the experience of platforms like: Artportalen, Natusfera, iSpot, as well as other environmental quality monitoring platforms like: FreshWater Watch, KdUINO, OdourCollect, iSpex and CanAir.io. The innovative services will be designed, prototyped and implemented for improving the data and information quality using deep machine learning, automatic video recognition, advanced mobile app interfaces, and other cutting-edge technologies, based on data models and data protocols validated by traditional science. The new services will provide mechanisms to ensure the visibility and recognition of data contributors and the tools to improve networking between various stakeholders. Novel innovative digital services will be developed through the integration of CS products, generated by different providers, following open standards to ensure their interoperability, and offered in agile, fit-for-purpose and sustainable site available through EOSC hub, including a discovery service, to both traditional and citizen scientists. The design of new services will be user oriented, engaging a wide range of stakeholders in society, government, industry, academia, agencies, and research to co-design service requirements. As a result, COS4CLOUD will integrate citizen science in the European Open Science Cloud, bringing Citizen Science (CS) projects as a service for the scientific community and society at large.


**Keywords:** Open Science, Biodiversity, Environmental Quality Monitoring, Citizen Observatories, EOSC, Citizen Science, Big Data, Cloud services, Community based monitoring,
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 'Low risk and totally recyclable structural buildings (SAFEFLOOR)' under Fifth Framework.

assistant: **Concept**

The main scope is to develop a totally new and technologically advanced light structural element with a low seismic vulnerability rate to facilitate the rescue operations after an earthquake, minimize the risks posed by the collapse of the structure during said operations, and reutilization of the slabs, tending to zero- waste material. The slab will be easily assembled and disassembled in order to improve the rationalization of the construction. This will allow the reutilization of the slabs. The fact of the low weight of the slab will provide safeness during an earthquake reducing its vulnerability and also will allow an easier removing of debris after a disaster. To achieve those objectives, the consortium is formed by material's company, construction company, universities and research institutes, combining the material and construction experience and the capacity to develop theoretical studies.
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 'Individualized Implant Placement' (IIP).

assistant: **Concept**

The goal of the Proof of Concept (PoC) project is a licensing software (e.g. within a spin-off) that provides a framework to compute a suited (individualized) implant placement for patients: E.g. for hip or knee replacements, during an operation planning phase, a surgeon selects an implant and determines its placement and possible motion range. Since humans are highly individual, factors such as gender, age, height or weight, among many other parameters influence the implant type and placement. Indeed the implant placement is always sub-optimal as the decision is solely based on the surgeons experience. A wrong placement can reduce the quality of life of the patient after the operation. Our software will close this gap and provide surgeons with the required key-information to make a high accurate individualized surgery planning: Our method will exploit statistical information about human shape and motion to extract this information. The software needs to be fast and accurate and must allow to take into account semantic meta information about the patient, e.g. by exploiting information such as gender, weight, height, age, etc.  Based on our knowledge from the ERC starting Grant Dynamic MinVIP, this can be done in a statistical setting by training a PCA-model and by linear regression on the semantic parameters. Whereas our concept focuses on knee and hip treatment, it should be emphasized, that the concept is very general and has similar applications for e.g. hearing aids, aesthetic surgeries (e.g. breast cancer or burn patients), face/limb reconstruction or for the design of other orthopaedic devices, such as thrombosis stockings. We further expect insights which will help surgeons and engineers for the design of implants, which again will be of major importance for a co
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 'Researchers’ Night in Sweden – ForskarFredag 2010'.

assistant: **Objectives**

Researchers’ Night in Sweden, ForskarFredag (Researchers´ Friday), FF, consists of fifteen events in twenty cities, geographically dispersed over Sweden. The project aims at bringing the broad public face-to-face with researchers. FF will take place on 24 September 2010, coordinated by Vetenskap & Allmänhet (Public & Science), as in 2006-2009. Local event organisers are universities, science centres, municipalities, a tourism company and a regional council. The project is facilitated by the arranging organisations’ wide-ranging and diverse links within industry, academia, research disciplines and topics.The aim of the innovative and exciting activities offered is to allow for public engagement and meetings with researchers in a relaxed and festive environment. Fun, hands-on and interactive activities as well as informal dialogues on topical issues will help attracting the broad public, especially young people and those not specifically interested in research. The fact that research is all about communication and international cooperation, especially on a European level, is emphasised. The number of estimated visitors is at least 18.250 . Live media reports and news items are expected to cover the events, reaching approximately. 2.5 million Swedes. A coordinated awareness campaign will be implemented. Furthermore, a nationwide school activity will be arranged. Impact will be assessed and FF results and best practice will be disseminated through the participants´ networks and at conferences. Results from VA’s as well as other opinion polls and studies on public engagement will provide valuable project input.Unanimous objectives, similarity of contents as well as a joint website will be common denominators of FF. Event programmes will vary, but all will deliver the same me
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 'Automated Measurement of Engagement Level of Children with Autism Spectrum Conditions during Human-robot Interaction' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Engaging children with ASC (Autism Spectrum Conditions) in communication centred activities during educational therapy is one of the cardinal challenges by ASC and contributes to its poor outcome. To this end, therapists recently started using humanoid robots (e.g., NAO) as assistive tools. However, this technology lacks the ability to autonomously engage with children, which is the key for improving the therapy and, thus, learning opportunities. Existing approaches typically use machine learning algorithms to estimate the engagement of children with ASC from their head-pose or eye-gaze inferred from face-videos. These approaches are rather limited for modeling atypical behavioral displays of engagement of children with ASC, which can vary considerably across the children. The first objective of EngageME is to bring novel machine learning models that can for the first time effectively leverage multi-modal behavioural cues, including facial expressions, head pose, vocal and physiological cues, to realize fully automated context-sensitive estimation of engagement levels of children with ASC. These models build upon dynamic graph models for multi-modal ordinal data, based on state-of-the-art machine learning approaches to sequence classification and domain adaptation, which can adapt to each child, while still being able to generalize across children and cultures. To realize this, the second objective of EngageME is to provide the candidate with the cutting-edge training aimed at expanding his current expertise in visual processing with expertise in wearable/physiological, and audio technologies, from leading experts in these fields. EngageME is expected to bring novel technology/models for endowing assistive robots with ability to accurately ‘sense’ engagement levels of 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 an impact statement for 'Formal Design, Validation and Testing of Real-Time Telecommunications Systems', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

The aim of the INTERVAL project is to take into account real-time requirements such as timing parameters, during the whole development process of real-time systems. The project will focus on defining timed extensions to existing standardised languages (SDL, MSC and TTCN). These timed extensions will be formalised and submitted to the standardisation bodies at ITU-T and ETSI. The tools necessary to support these extensions will be adapted, prototyped or extended by the technology developers. New functions will be provided for the specification, simulation, validation and test generation of real-time systems. The technology will be validated and the impact of the timed extensions on quality and productivity will be evaluated on two telecom applications, provided by the end-user partners: an embedded MTP2 application, and a Multicast Transfer Protocol. Dissemination of project results will be mainly through the submission of the extension proposals to standard bodies. Marketing of project technology will be undertaken by the tool vendors through providing extended or new functionalities in their commercial tools.