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 'Learning through Categories in Social and Economic Interactions'.

assistant: **Innovation**

The analogy-based expectation equilibrium (Jehiel, 2005) has been introduced to cope with strategic environments in which agents form their expectations by bundling data that come from different sources (see also the valuation equilibrium defined in Jehiel and Samet, 2007). An essential next step is to make progress on when and how subjects bundle data to facilitate learning. Various principles are proposed to discipline the choices of analogy partitions in ABEE and of similarity classes in VE: the observation-based principle views the bundling as a consequence of a lack of accessibility to missing information in past interactions, the psychologically-based principle views categorizations as the consequence of observed similarity in early interactions, the culturally-based principle views the bundling of actions into similarity classes either as a consequence of a common labelling of actions or as a consequence of ethical considerations that lead us to think of different actions as having similar consequences. The impact of such principles will be studied both theoretically and experimentally with the goals of explaining a number of new phenomena and shifting the conventional wisdom in behavioural economics that has pointed out a number of anomalies in behaviors without systematically relating them to imperfections in the learning process. In addition, I will be concerned with the aggregation of different types of feedback such as data on one own performance or data on others’ attitudes in multi-context environments, as well as putting the proposed approach of learning through categories in the broader perspective of the literature on bounded rationality


**Keywords:** Learning through categories, bounded rationality, heuristics
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 'Valorising Artist-led Innovation through Citizen Engagement', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

VOICE aims to address the complex social and cultural constructs that play a vital role in knowledge valorisation and supporting systemic change in societal response to environmental and ecological sustainability. Arts and cultural institutions can act as a platform for collaboration between citizens, industry, and other stakeholders, both by providing a cultural space for dialogue and by integrating diverse creative expressions and digital innovation in 'real world' contexts to enhance co-creation with citizens and industry. Acting in a coordinated manner with shared aims, definitions, intentions and with an Inclusive Design methodology underpinning all engagements, it is possible to showcase innovative approaches to sustainable design, production, and consumption that can inspire citizens and industry to think creatively and differently about sustainability challenges. VOICE proposes a distinct approach framed as ‘artist-driven’ interventions to enable multi-stakeholder communities to engage in dialogue but also collaborate for co-designed green and digital solutions to remedy regional or local challenges related to environmental and ecological sustainability and leading to a more resilient ecosystem. Formulated as Art-Technology-Society Interactions (ATSI), these initiatives will form the backbone of artist-led interventions as platforms for dialogue, knowledge exchange and transfer among the key players/stakeholders in the VOICE ecosystem.


**Keywords:** Environmental Sustainability, Digital Innovation, Societal Sustainability, Industry Engagement
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 'Gender and Social dominance In the Modern World' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Prior research has focused on how organizations achieve gender equality in terms of numbers, and found mixed results regarding the benefits of gender diversity to performance. In this project, I delve deep into the dynamics of gender and social dominance to understand the drivers of women representation in top management teams and the strategic implications of gender difference in social dominance across countries. Attempting to shed light on this urging topic, I combine insights from the social psychology, behavioral strategy, and international business literatures in order to develop and test novel hypotheses about how social dominance affects gender equality in top management teams and organizations' strategic decision-making. I will focus on four related research questions:1) Is there a gender difference in social dominance among TMT members? 2) How do gender differences in social dominance influence top managers' contribution to strategic decision-making? 3) Do social dominant CEOs invest less in diversity and inclusion (D&I) policies? 4) How do gender differences in social dominance affect strategic decision-making, and D&I policies across different countries?  In order to test my predictions, I use different research methodologies across different countries, to collect a novel large-scale database from a variety of sources including supervised machine learning based indicators of social dominance, surveys, databases and Glassdoor.com. The ambitious goal of this interdisciplinary project is to open a research stream which explores how gender differences in social dominance influence top executives, top management teams and organizations. The results have both an ethical and a business impact as they may help organizations to create more diverse top management team
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 'TARASÓL - The pioneering bio-marine liposomal Sunscreen released to the skin upon sunlight exposure' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Every human being from developed countries have beauty and personal care products, with a recent study showing French women use on average 18 cosmetics every day, which translates into an exposure of more than 100 chemicals daily. Unfortunately, many chemicals present in these products such as parabens or phthalates cause undesirable toxic effects in humans and the environment, leading to distressing medical issues like contact urticaria, endocrine disrupting effects (which may lead to cancer) or decreased male fertility. Moreover, despite the systematic use of sunscreen which is vital to prevent the harmful effects of prolonged sunlight exposure, many UV filter molecules still present toxicity issues themselves. TARAMAR was founded in 2010 with the aim to design, develop and commercialize all natural and risk-free cosmetic products. With TARASÓL, TARAMAR will deploy to the European market the first synthetic and toxicity-free scientifically-based organic sunscreen lacking adverse effects. TARASÓL is the result of years of basic research and technology transfer efforts that have led to a prototype incorporating three main innovations: a seaweed-based UV-filter with high protection against sunlight; a fully natural formulation and production process that circumvents the use of conventional preservatives and solvents and finally, a liposome-based delivery system equipped with an open mechanism that stabilizes and releases the bioactive UV filter upon sunlight exposure. Given the organic personal care and cosmetics global market is estimated to grow at a CAGR of ~10% per annum (with an estimated value of €17 billion by 2022), and the specific segment of organic sunscreens is calculated to be worth nearly €200 million per annum, TARASÓL is expected to be a commercial succes
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Multi-dimensional mapping of the interplay between stability and plasticity in the adult visual pathway' to be submitted under Horizon 2020.

assistant: **Abstract**

Whether and how adult brains retain the ability to adapt their function and structure, especially in the context of learning, injury or restorative treatment is a fundamental question in neuroscience. In particular, understanding how neurons rewire or adapt during plasticity has been limited to (i) local electrophysiological measurements that lack the ability to report on brainwide aspects of plasticity, (ii) terminal experiments preventing longitudinal exploration in the same animal, or (iii) brainwide functional imaging with little insight into the underlying neural activity. Therefore, despite the scientific and clinical relevance of deciphering the neural substrate of neuroplasticity, a mechanistic, brain-wide study bridging the multiple spatiotemporal scales required for understanding neuroplasticity, is still lacking. We here propose to combine cutting edge functional Magnetic Resonance Imaging with calcium recordings in an animal model of visual pathway plasticity. First, we will use this exceptional multi-modal system to investigate the neurovascular coupling during visual stimulation and at-rest. Second, we will apply advanced computational neural models to characterize the functional organization of receptive fields and underlying circuitry across the rodent visual pathway and cortical layers. Third, we aim to map the time-course of functional reorganization and restructuring of neural circuitry following damage to the visual system. To do so, we will induce localized monocular retinal lesions and quantify changes in cortical organization and micro-circuitry resulting from the damage under differential visual experience (dark/ light exposure). This project will provide the first mechanistic description of adaptive circuitry processes and retinotopic (re)organi
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 a demonstrator for the Penetrating Particle Analyser (PAN) technology' (PAN).

assistant: **Innovation**

The goal of the project is to build a demonstrator for the Penetrating Particle Analyser (PAN), an innovative energetic particle detection technology to precisely measure and monitor the flux and composition of highly penetrating particles (> ~100 MeV/nucleon) in deep space. The application of PAN is broad and multidisciplinary, covering cosmic ray physics, solar physics, space weather and space travel. PAN will fill an observation gap of galactic cosmic rays in the 100 MeV/nucleon - GeV/nucleon region, which is crucial for improving our still limited understanding of the origin of cosmic rays, and their propagation through the Galaxy and the Solar system. It will provide precise information of the spectrum, composition and timing of energetic particle originated from the Sun, which is essential for studying the physical process of solar activities, in particular the rare but violent solar events that produce intensive flux of energetic particles. The precise measurement and monitoring of the penetrating particles is also a unique contribution to space weather studies, in particular to the development of predictive space weather models in a multi-wavelength and multi-messenger approach, using observations both space and ground based. As indicated by the terminology, penetrating particles cannot be shielded effectively. PAN can monitor the flux and composition of these particles precisely and continuously, thus providing real-time radiation hazard warning and long term radiation health risk for human space travelers. Once developed, PAN can become a standard device for deep space human bases and for deep space exploration and commercial spacecrafts, or as part of a space weather advance warning system permanently deployed in space. It can also be implemented on science m
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 'Material Development for Double exposure and Double patterning' under Seventh Framework.

assistant: **Concept**

Double patterning lithography has been identified as one of the most promising solutions for the 32nm node patterning. This technique refers to a two step process where a first pattern is exposed, developed and sometimes etched and a second pattern is also exposed, developed and transferred on the top of the first one. <br/><br/>For the moment, several issues still need to be addressed for enabling the Double Patterning process in production such as layout decomposition, topography at wafer level, overlay control, Line Edge Roughness and process throughput. For example, the conventional double patterning process requires two different exposure and etching steps which cumbersomely reduce productivity and increase the cost of ownership.  <br/><br/>In that perspective, MD3 aims to suppress the additional etching or exposure steps by developing new strategies for double pattering or double exposure. Three novel approaches will be evaluated: dual layer approach, pattern doubling strategy and double exposure technique. Each strategy will be compared to a reference double patterning process in terms of technical performances as well as cost of ownership. This requires some important material development which must be supported by appropriate simulations and patterning evaluation. Moreover, adapted integration schemes must be developed to validate the possibility of a transfer to the industry. <br/><br/>In order to reach its objectives, MD3 will gather a multidisciplinary team of 7 partners with specific skills and strong background in photoresist development, lithography simulation, lithography process development and characterization and etching process development. To have double patterning or double exposure process ready on time for the 32nm production in 2010, this projec
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 'STEPS: Biomechanical simulations of hominin locomotion across complex terrains' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Human bipedalism is a rare and distinct form of locomotion, unlike that of any other animal. Despite its uniqueness, its evolutionary origins and ecological significance remain elusive. By walking on two legs, early hominins not only freed their hands to hold, manufacture, and use stone tools, but also gained the ability to interact with the environment in new ways, driving innovations in social structure, diet, and survival strategies. This ultimately led to the success of Homo, our genus, which expanded into diverse habitats, including those beyond Africa, while other hominins were more limited in their geographic distribution. Understanding how and why bipedalism became Homo’s primary adaptive strategy is key to explaining our species' evolutionary success in occupying diverse habitats. STEPS focuses on movement across complex, realistic landscapes similar to those likely traversed by hominins, which exerted selective pressures on their skeletons, driving anatomical and functional changes for efficient locomotion. It will investigate how hominins navigated such terrains bipedally despite their anatomical differences that likely affected their efficiency in doing so. Musculoskeletal models of seven hominin species spanning the last four million years will be constructed and their movement across complex terrains simulated. The predictive simulations will be guided by an empirical framework of human movements across experimentally-constructed substrates. STEPS will determine whether the Homo body plan offered greater efficiency compared to other hominins. Only by tackling such a project can scientists understand why the Homo genus was so successful at occupying diverse habitats, whilst other groups (australopiths) were not. STEPS will thus enhance our understanding of
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Sixth Framework proposal on 'Decision making of innovation teams in research and development in knowledge-intensive Industries'.

assistant: **Concept**

Translating technological scientific discoveries into actual products requires knowledge creation and decision making of multifunctional teams. The literature suggests that the new product development team often consists of core competences and a core of full-time people collaborating with individuals working on a part-time basis. However, the literature does not yet emphasize core teams and their decision making processes. The overarching objective of this research project is to understand and to model tea m dynamics in knowledge-intensive industries. I intend (1) to examine the existence, nature and function of an essential business model element in the rapidly changing environment of high-tech industry: the innovation core team,  (2) to clarify decision making subjects of innovation teams,  (3) to identify factors responsible for the autonomy regarding decision-making in innovation core teams for research and development, (4) to survey under which conditions the autonomy of teams is beneficial for firm performance. The results will be based on interviews and written surveys with Vice Presidents and Directors of Research and Development in biotechnology firms. The interviews will be conducted in regional clusters of entrepreneurial activity in the United Kingdom and the United States. The implications are intended to indicate to firms how to find a balance between autonomy and dependency of decision-making of teams to generate radical innovations. The outgoing phase will be hosted by the University of California , Berkeley (U.S.A.). The returning phase will be hosted by the University of Sussex, United Kingdom. This fellowship will enable me to gain expertise and relevant skills currently not available in Europe. In turn, I can provide this new knowledge to Europe an
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Seventh Framework proposal on 'Making the Web an Exploratory for Geospatial Knowledge'.

assistant: **Concept**

The advent of the Data Web demonstrates how Web technologies can be employed to integrate dispersed, heterogeneous information. Most information – be it the product logistics status within supply chains, data warehouses of E-Commerce systems or offerings of the bakery shop next door – has a directly or indirectly associated spatial dimension. Integrating and efficiently using information with such a spatial dimension on the Web poses very particular challenges. First, we have to combine and reason about spatial and semantic features that use different vocabularies and representation techniques. Second, the wealth of pre-existing overlapping and complementary information sources in the spatial domain demands information management able to deal with billions of facts in a scalable manner. Third, only by dramatically lowering the entrance barriers extra value can be generated through the involvement of thousands of non-expert end users in authoring, curation and assessment. GeoKnow tackles these challenges and facilitates the transition from islands of isolated Geographic Information Systems (GIS) to a Web of interlinked Geographic Knowledge Systems (GKS). GeoKnow focuses on two complementary application scenarios: (1) spatial-semantic collaboration and data integration along value-chains in supplier and customers networks; and (2) spatial-semantic travel E-Commerce data management. GeoKnow will contribute to the evolution of the Web from a medium for information exchange to a medium for (spatial) knowledge integration. GeoKnow aims to help realizing network effects by increasing quality and coherence of the Spatial Data Web. For enterprises, the GeoKnow Generator will provide a cost-efficient way to integrate a variety of heterogeneous information sources within an Enterp