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 the 'Expected Impact' section for the project 'Centre for ExcelleNce in TerRItorial management and Cadastre' (CENTRIC), addressing dissemination and exploitation.

assistant: **Impact**

Unlike most European countries, Romania does not have yet a general cadastre. Such a deficiency represents a critical element for the economy of the country, since it makes legal contracts, such as land purchasing, very difficult to be implemented. Starting from such a complex scenario, CENTRIC aims –in the  long term- at the creation in Romania of the new Centre of Excellence on territorial management and cadastre.The future Centre will focus on related domains of great relevance, such as: 3D/4D geospatial data, linked geospatial data, land classification, remotely sensed data, etc. In particular, the goal of phase 1 of the project (the 12 months CSA) is to prepare a very detailed business plan leading, during phase 2, to the establishment of the Centre including: a  long-term vision and the mission of the Centre, a detailed SWOT analysis of the domain of territorial management and cadastre in Romania, a long-term scientific and innovation strategy, a market analysis, the Business Concept of the Centre, the analysis of possible cooperation, strategic alliances and long-term partnerships, the operational and financial plan of the Centre, to define a strategic growth roadmap.Furthermore the project will also aim at the creation of a suitable ecosystem at the national Romanian and EU level, through a number of capacity building and dissemination activities.The whole project has been based on the creation of long-lasting (beyond the 5-years duration of the overall “Teaming” project) joint venture between partners from both advanced and low performing countries, including institutional cooperation among the Romanian Cadastre agency and the counterpart in Trentino Italy considered as a best practice at the EU level.The project is aligned with the Romanian Smart Specialisatio
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 'Embodied Motion Intelligence for Cognitive, Autonomous Robots' (EMICAB) under Seventh Framework.

assistant: **Objectives**

The EMICAB consortium takes a holistic approach to the engineering of artificial cognitive systems. Our goal is to integrate smart body mechanics in intelligent planning and control of motor behaviour. To achieve this goal the consortium accounts equally for problems in neuroscience (e.g., multi-sensory integration, internal body models, intelligent action planning) and technology (smart body mechanics, distributed embodied sensors and brain-like controllers). Our approach starts with a strongly sensorised bionic body with redundant whole-body kinematics and then designs the technological infrastructure such that cognitive mechansims emerge from distributed sensorimotor intelligence. The concept is based on neuroscience research on insects whose motor dexterity, adaptiveness and pre-rational abilities in learning and memory rival those of lower mammals: stick insects orchestrate a wide range of dexterous motor behaviours and flies can maintain object locations in short-term memory during navigation tasks, just to mention paradigms that are studied by UNIBI and JGUM. The partners UNICT and SDU will devise bio-inspired models and, in turn, guide ongoing experimental research in order to achieve the overall technological goal: a dexterous hexapod robot that exploits its bodily resources for cognitive functions. Two levels of analysis and modelling will be accounted for: the smart brain that captures various aspects of motion intelligence (motor learning, context-dependent actions, multi-sensory integration) and the smart body equipped with distributed proprioceptors and muscle-like compliance, allowing for novel, highly adaptive, neurobionic control strategies. The EMICAB robot will draw from its complex body features and learn by use of a manipulable internal body model.
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 a compelling abstract for 'Indicator Monitoring for a new railway PAradigm in seamlessly integrated Cross modal Transport chains – Phase 2' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

This Project aims to perform the socio-economic Research for Shift2Rail, to develop the SPD Scenarios and the KPI integrated assessment. Smart Maintenance, Standardisation, Integrated Mobility Management and Human Ressources are cross-cutting activities of Shift2Rail as well and consequently topics of the Project, too. The objectives of this proposal IMPACT-2 are:- Evaluating the effects for mobility, society and environment induced by new technology solutions and developments,- Introducing relevant targets and needs to create a more attractive, a more competitive and more sustainable rail system- Defining System Platform Demonstrators (SPD) that represent future application use cases- Defining Key Performance Indicators (KPIs) that enable the monitoring and assessment of the Shift2Rail overall targetachievement.- Smart Maintenance - Prepare an efficient process for bringing Shift2Rail results into standardisation - Develop a common platform for the intelligent mobility management- Human ressources The project IMPACT-2 is planned to fulfil all respective topics of the Shift2Rail Annual Work Plan 2017.


**Keywords:** Intelligent Mobility Management, Socio-Economic Impact, Key Performance Indicators, Smart Maintenance, Human Capital, Standardsiation
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 'Field Control of Cold Molecular Collisions' (FICOMOL).

assistant: **Concept**

It is a long held dream of chemical physicists to study (and to control!) the interactions between individual molecules in completely specified collisions. This project brings this goal within reach. I will develop novel methods to study collisions between individual molecules at temperatures between 10 mK and 10 K, and to manipulate their interaction using electric and magnetic fields. Under these cold conditions, the collisions are dominated by quantum effects such as interference and tunneling. Scattering resonances occur that respond sensitively to external electric or magnetic fields, yielding the thrilling perspective to provide “control knobs” to steer the outcome of a collision. Building on my unique experience with state-of-the-art molecular beam deceleration methods, I will study scattering resonances for chemically relevant systems involving molecules such as OH, NO, NH3 and H2CO in crossed beam experiments. Using external electric or magnetic fields, we will tune the positions and widths of resonances, such that collision rates can be changed by orders of magnitude. This type of “collision engineering” will be used to induce and study hitherto unexplored quantum phenomena, such as the merging of individual resonances, and resonant energy transfer in bimolecular collisions. Measurements of exotic collision phenomena under yet unexplored conditions as proposed here provide excellent tests for quantum theories of molecular interactions, and pave the way towards the engineering of novel quantum structures, or the collective properties of interacting molecular systems. The proposed research program will transform this field from merely “probing nature” with the highest possible detail to “manipulating nature” with the highest possible level of control. It will op
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 'European Identity THeft Observatory System' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

EITHOS will develop a novel Identity Theft Observatory System, empowering European citizens, Law Enforcements Agencies (LEAs), and policy makers to further contribute to the prevention, detection, and investigation of identity theft related crime. It will provide a common gateway for identity theft information and intelligence in Europe, built on top of a modern technological back end, based on two pillars: (1) Inform & Educate European citizens through the observatory itself and via innovative awareness campaigns regarding the safety of their personal data and identity; (2) Identify & address the challenges that Police Authorities face against identity theft and develop a robust software toolset to support them and enhance their investigations.  The proposed system will provide easy access to information and intelligence about previous and current identity theft related trends (such as the methods that fraudsters follow to steal information, personal data protection, or the ways that victims can be supported) through its front end, while offering a cutting-edge AI-based technological toolkit via its back end. Additionally, the project will analyse the societal impact of identity theft, as well as the legal framework under which the utilisation of AI remote technologies and e-evidence exchange can be achieved. Focusing on educating civil society and addressing the obstacles that hinder LEAs to efficiently fight identity theft, EITHOS differentiates from previous projects and other market solutions which often concentrate on digital identity management and secure transactions.


**Keywords:** Audio deepfake detection, Image, video deepfake detection, Fake botnet detection, Structured knowledge extraction, Web and dark web scanning, NLP, Computer vision, artificial intell
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 'A quantitative analysis of single cell variation in transcription during the stabilisation of neural mesodermal cell states in vivo and in vitro' in the context of a Seventh Framework call.

assistant: **Objectives**

The ability to manipulate cellular processes such as differentiation represents one of the major challenges of modern biological research. Central to this is the ability to ensure that target cells respond to signals in a highly coordinated manner, such that all cells within a population respond in the desired way. During embryonic development, cells within a population or tissue interpret a multitude of external signals with remarkable reproducibility as they become specified. Therefore, it is of the upmost interest to understand how this coordinated response is achieved as cells undergo cell fate decisions in vivo and the degree to which this robustness is conserved as stem cells are induced to differentiate in vitro. We aim to quantify transcriptional dynamics at the single cell level as cells move from a stem cell transition state to stabilized neural and mesodermal cell states. This will be performed initially for tailbud stem cells in zebrafish in vivo and subsequently as mouse embryonic stem cells are induced to differentiate in vitro. We expect that this study will not only provide fundamental insights into the dynamics of transcriptional regulation as cells undergo cell state transitions, but also provide highly sensitive fingerprints with which to analyse the molecular mechanisms that control and coordinate cell specification. These studies will be performed in experimental systems that are highly amiable for molecular and genetic manipulations both in an in vivo and an in vitro context and hence lead to a broad and collaborative research programme aimed at understanding the mechanics of coordinated cell state stabilization.
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 'Regulation of Clathrin-mediated Endocytosis by AP2 complexes' (CME-REG).

assistant: **Innovation**

The plasma membrane represents the interface between cells and their neighborhood, mediating diverse processes such as cell–cell communication, cell–matrix interactions and uptake of nutrients. As a result, clathrin mediated endocytosis (CME) has a central role in maintaining cellular homeostasis and function and mis-regulation of endocytic traffic is linked to many human diseases. Yet, the mechanisms regulating CME remain poorly understood. We aim to define the role(s) of the adaptor protein-2 (AP2) in regulating CME. Using state-of-the-art molecular cell biology including siRNA knockdown and reconstitution through bicistronic retroviral mediated transfections, as well as genome editing we will generate stable cell lines expressing WT and functionally defined AP2 mutants. These will be analyzed by live cell total internal reflection fluorescence microscopy, in combination with sophisticated particle tracking algorithms and mathematical analyses to measure effects on discrete early stages of CME. We will determine how PI4,5P2, cargo, clathrin and endocytic accessory factor binding to AP2, as well as phosphorylation events trigger conformational changes in AP2 to regulate initial events in clathrin coated pit (CCP) assembly, stabilization of nascent CCPs and their maturation. Together these studies will test the hypothesis that allosteric conformational changes in AP2 play a central role in regulating early, critical events in CME. These interdisciplinary studies benefit from combining and transferring the most up-to-date experimental techniques and expertise in molecular cell biology, structural biology, microscopy, and mathematics. The collaboration between outgoing and European host ensures the expertise necessary to accomplish this complex goal. Most importantly it g
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 executive summary for the EU project 'Students’ understanding and  appropriation of Global Citizenship education' (STUDACT) targeting Horizon Europe.

assistant: **Abstract**

Global Citizenship Education (GCE) is a key target to be achieved by 2030 as part of the UNs Sustainable Development Goals. It is claimed to have the potential to transform education systems, empowering learners to build more peaceful, tolerant, inclusive, and secure societies, while fostering mutual understanding, especially in interactions between indigenous and migrant populations. Many education systems now expect students to appropriate GCE in their day-to-day.Extant research has addressed challenges in developing GCE, examining capacity building (teachers readiness to teach GCE) or mapping inconsistencies in theoretical approaches. However, with no systematic baseline research to show how GCE is understood and appropriated by students, there is little hope of real progress by 2030.STUDACT starts afresh, hypothesising that students are not mere passive recipients of learning  they differ in their desire to engage with GCE, based on personal traits or context. It will explore and contextualise how students receive, understand and appropriate GCE, treating them as core partners and agentic participants. Data will be collected in Russia, the US, Italy, Australia, Germany, and the UK  all countries with a high migrant influx. Four work packages give students a voice to develop meaningful GCE, using group discussions, photovoice activism, and social media analysis. Policies and curricula on GCE at various levels of governance will be analysed.STUDACT will answer four questions to ensure a strong foundation for GCE to deliver on its promise of educating the next generation: (1) how do students of different backgrounds understand GCE? (2) how do students appropriate GCE? (3) how do understandings differ within and between countries, curricula, contexts, student characteri
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 'WorldTrans - TRANSPARENT ASSESSMENTS FOR REAL PEOPLE' (WorldTrans).

assistant: **Innovation**

There are a few important working hypotheses that lie behind our choice of approach to this call. For Europe to deliver on its Green Deal ambition (to make Europe’s economy climate neutral by 2050), we believe that citizen engagement stakeholder engagement may be as important as dry facts and figures. People (not economies) react to climate change, people make decisions to act or not to act. Such is the nature of a democratic process. It is this realization that has made us choose to address transparency, openness, engagement and to work with models of the system, not its parts. WorldTrans will focus on three key limitations of the state-of-the-art of IAMs, namely:1 Weak representation of social, human and economic heterogeneity; 2 Limited representation of feedbacks between the domains of nature and humans; and 3 Lack of transparency with respect to the inner workings of the models as well as with respect to the uptake of results and involvement of citizens and stakeholders, including limited assessment and traceability of uncertainty. We will address systemic, structural deficiencies in current IAMs rather than making  incremental improvements. In doing so, we sacrifice details of any particular sector or process, instead capturing the essences of their functions in order to focus on how those processes affect each other within and across domains. WorldTrans will use system dynamics methods and modelling to deal transparently with multiscale issues and policy response options; and “bridge gaps” between models, experts and user communities by developing attractive learning environments that allows for simulations of  decisionmaking processes and joint reflections of meaning and implication. As such, WorldTrans will deliver actionable results in support of the expected
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 'Comprehensive Modelling of the Earth system for better climate prediction and projection' (COMBINE).

assistant: **Innovation**

The European integrating project COMBINE brings together research groups to advance Earth system models (ESMs) for more accurate climate projections and for reduced uncertainty in the prediction of climate and climate change in the next decades. COMBINE will contribute to better assessments of changes in the physical climate system and of their impacts in the societal and economic system. The proposed work will strengthen the scientific base for environmental policies of the EU for the climate negotiations, and will provide input to the IPCC/AR5 process. COMBINE proposes to improve ESMs by including key physical and biogeochemical processes to model more accurately the forcing mechanisms and the feedbacks determining the magnitude of climate change in the 21st century. For this purpose the project will incorporate carbon and nitrogen cycle, aerosols coupled to cloud microphysics and chemistry, proper stratospheric dynamics and increased resolution, ice sheets and permafrost in current Earth system models. COMBINE also proposes to improve initialization techniques to make the best possible use of observation based analyses of ocean and ice to benefit from the predictability of the climate system in predictions of the climate of the next few decades. Combining more realistic models and skilful initialization is expected to reduce the uncertainty in climate projections. Resulting effects will be investigated in the physical climate system and in impacts on water availability and agriculture, globally and in 3 regions under the influence of different climate feedback mechanisms. Results from the comprehensive ESMs will be used in an integrated assessment model to test the underlying assumptions in the scenarios, and hence to contribute to improved scenarios. COMBINE will ma