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resource project Media and Technology
The New England Aquarium will create Conservation STEM — an online curriculum that features engaging videos and hands-on activities aligned with state and national standards that are easily accessible for teachers to use in the classroom. The project responds to a need that the aquarium’s Teacher Advisory Council — composed of Pre-K through 12 teachers from the greater Boston area — identified, which was to help students develop critical and systems thinking skills. It also will provide a means for teachers to engage students with authentic experiences to address real-world problems and build an understanding of the need for a balanced use of the ocean.
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TEAM MEMBERS: Leigh Clayton
resource research Media and Technology
While previous studies have found games and gaming to be a new and innovative communication strategy to inform the public and citizens about scientific research and engage them with it, this article addresses the under-researched question of credibility aspects in research-based gaming. The study analyses agricultural stakeholders' discussions on the credibility of scientific descriptions in The Maladaptation Game — a game based on research on climate change maladaptation in Nordic agriculture. The analysis of focus group transcripts and frame credibility finds that players attribute
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TEAM MEMBERS: Therese Asplund
resource project Media and Technology
This Smart and Connected Community (SCC) project will partner with two rural communities to develop STEMports, an innovative Science, Technology, Engineering and Mathematics (STEM) learning game for workforce development. The game's activities will take players on localized Augmented Reality (AR) missions to both engage in STEM learning challenges and discover emerging STEM careers in their community, specifically highlighting innovations in the fields of sustainable agriculture and aquaculture, forest products, and renewable energy. Community Advisory Teams (CATs) and co-design teams, including youth, representatives from the targeted emerging STEM economies, and decision-makers will partner with project staff to co-design STEMports that reflect the interests, cultural contexts, and envisioned STEM industries of the future for each community.

The project will: (a) design and pilot an AR game for community STEM workforce development; (b) develop and adapt a community engagement process that optimizes community networking for co-designing the gaming application and online community; and (c) advance a scalable process for wider applications of STEMports. This project is a collaboration between the Maine Mathematics and Science Alliance and the Field Day Lab at the University of Wisconsin-Madison to both build and research the co-designing of a SCC based within an AR environment. The project will contribute knowledge to the informal STEM learning, community development, and education technology fields in four major ways:


Deepening the understanding of how innovative technological tools support rural community STEM knowledge building as well as STEM identity and workforce interest.
Identifying design principles for co-designing the STEMports community related to the technological design process.
Developing social network approaches and analytics to better understand the social dimensions and community connections fostered by the STEMport community.
Understanding how participants' online and offline interactions with individuals and experiences builds networks and knowledge within a SCC.


With the scaling of use by an ever-growing community of players, STEMports will provide a new AR-based genre of public participation in STEM and collective decision making. The research findings will add to the emerging literature on community-wide education, innovative education technologies, informal STEM learning (especially place-based learning and STEM ecosystems), and participatory design research.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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TEAM MEMBERS: Scott Byrd Sue Allen Gary Lewis Ruth Kermish-Allen David Gagnon
resource project Media and Technology
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. The goal of this pilot and feasibility study is to increase participation in informal STEM learning in rural Idaho through Stories of Fire, a program based on personal narratives of wildland fire. Idaho is a rural state, with an average population of just 19 people per square mile, the fourth lowest population density in the United States. The state is experiencing increasingly severe wildfire, and effective responses to such environmental change require a better understanding of the underlying science. Contextualizing science learning, making connections between everyday lives and a sense of place can engage learners and bring about a better understanding of wildfire. This project will bring together a science communicator, a narratologist, a fire ecologist, and a specialist on emotions and public lands. They will work collaboratively with informal educators based in rural areas of Idaho underrepresented in STEM fields. Rural areas are rich in knowledge based on years of cumulative observations, cultural beliefs, and practices shared through community networks. This project builds on these rural assets while addressing the challenges rural populations face. The project addresses broadening participation in STEM through narrative practices that encourage more diverse ways of knowing, being, and representing science.

This research study will explore: 1) what mechanisms of narrative (storytelling) most effectively integrate individuals? personal experiences and accurate STEM content in fire science communication, and 2) what audience-centered approaches best facilitate narrative approaches to informal STEM learning. This project engages four levels of participants over four phases of research and programming: 1) The research team will interview and analyze the narratives of 40 Frontliners (e.g., wildland firefighters and evacuees) from the inland Northwest region with first-hand experience with wildfire. 2) They will conduct a narrative workshop to train 20 informal STEM Educators from across the state on audience-centered approaches that facilitate participant storytelling about fire. 3) Educators will pilot their own narrative-based informal science learning programs with program participants in their rural home communities across the state, 4) A professional podcaster will create two podcasts modeled on our research findings for public audiences reached through media.

This Pilots and Feasibility Studies award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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TEAM MEMBERS: Teresa Cohn Leda Kobziar Jennifer Ladino Erin James
resource project Media and Technology
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. This project will research core methods of science documentary film production and impact on audience engagement and understanding. The findings from this study will be used to later produce a film on how the CRISPR genome editing technology will shape agriculture, ecology, and the natural world. The research study and film to be produced will be a collaboration of science communication practitioners and researchers. The intended outcomes are to improve effective science filmmaking and increase impact on audiences. Many people rely on documentary film and videos for science information outside of formal learning environments. Research has shown that video programming can reduce knowledge gaps between those of higher and lower levels of education. But there is little research with findings about what makes a particular style of storytelling effective for engagement and learning outcomes. A recent report of the National Academies of Sciences, Engineering and Medicine identified a significant shortage of social science research with directly applicable lessons for filmmakers. This project addresses this need by providing new frameworks for research and methods to produce science documentaries. Project partners are iBiology, a producer of video resources for learning, and science communication researchers at the University of Wisconsin-Madison.

This project will examine two key questions: 1) In a science documentary film, how does the diversity of the scientists profiled and the use of a narrator shape audiences? perception of content and scientists? and 2) What are effective methods in science filmmaking to visualize the invisible (i.e. explain scientific phenomena that are not easily visualized)? The project begins by testing a recently produced film, Human Nature, that tells the story of the discovery of CRISPR (genome editing), told by the scientists who led the effort. Phase 1 testing will include screenings, focus groups, and experiments run through Amazon Mechanical Turk to test what features of the film (editorial voice and visualization styles) are most effective for communicating scientific content. In Phase 2 video test clips will be produced using a combination of narration and visualization strategies. An experimental design run through Amazon Turk will randomly assign participants to watch a clip using different combinations. Researchers will use this data to parse out what effect seems to be related to particular narration and visualization choices. This quantitative experimental data will be supplemented by qualitative data from focus groups with participants with a diverse range of science experience and demographic backgrounds. Researchers will design a survey-embedded experiment with a U.S. nationally representative sample to see how well the findings translate and change in a broader population.

This Innovations in Development award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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TEAM MEMBERS: Dietram Scheufele Sarah Goodwin Elliot Kirschner
resource project Media and Technology
The University of South Carolina will develop and research an educational program in the Southeastern United States designed to recognize and foreground the scientific contributions of the descendants of West Africans and West Indians. Though these contributions have been vital to many scientific enterprises, including land stewardship and aquaponics, they have remained largely underappreciated in educational programs. To address this issue, this project will develop an informal science education program for youth from Gullah/Geechee communities whose ancestors were formerly enslaved West African and West Indian peoples. Across centuries, Gullah/Geechee people have developed historical and contemporary scientific, engineering, and technological practices that enabled the mastery of fishing and the cultivation of numerous crops across barrier islands and coastal cities from North Carolina to Florida. Guided by Gullah/Geechee scholars and community members, pre-service and in-service teachers will co-design culturally sustaining summer programs, which provide Gullah/Geechee youth with opportunities to engage in culturally-embedded scientific and engineering practices as they learn about numerous STEM (science, technology, engineering, and mathematics) career pathways related to these practices. The University of South Carolina will host these summer programs in partnership with the historic Penn Center, an African American historical and cultural institution, and in partnership with the Belle W. Baruch Institute for Marine and Coastal Sciences, a research organization dedicated to improving the management of marine and coastal resources. Researchers will study how the in-service and pre-service teachers enact pedagogies that sustain Gullah/Geechee cultural practices. They will also study how the Gullah/Geechee youth share their understandings of culturally-embedded scientific content through creating iMovies and through giving community presentations hosted by the Penn Center, Baruch Institute, and other community partners. This project will advance knowledge on broadening participation in STEM (science, technology, engineering, and mathematics) career pathways in informal settings through culturally sustaining pedagogies. This project will also advance partnerships through illuminating how different institutions and stakeholders?such as community leaders, cultural centers, university educator programs, and scientific research organizations can work together to support culturally-embedded learning across informal settings.

The University of South Carolina will conduct a mixed-method study grounded in principles of design-based research and community-based participatory research. Pre-service and in-service teachers from underrepresented groups will participate in an immersive two-year professional development experience during which they co-design and teach culturally sustaining summer programs with Gullah/Geechee scholars and leaders. In these programs, fifth- and sixth-grade Gullah/Geechee youth will engage in project-based learning by applying historical and contemporary scientific practices grounded in Gullah/Geechee cultures. Guided by cultural mentors, youth will engage in STEM practices similar to those of STEM professionals in the community. Researchers will study how the educators understand and apply culturally sustaining pedagogies by using constant comparative analytic methods to analyze transcripts from observations and interviews, as well as the educators' work materials (e.g., lesson plans). They will also study how the youth convey their understandings of culturally-embedded scientific content and practices by using constant comparative and multimodal analysis to analyze transcripts from interviews and observations, as well as youth-generated artifacts such as the iMovie. Additionally, pre- and post-tests will enable the research team to determine changes to the youths' understandings of scientific content and perceptions regarding participation in STEM enterprises and careers. Deliverables, such as youth-generated products, will be shared with local media and with relevant cultural centers, while empirical results will be widely disseminated through local and national conferences. This project is funded by the Innovative Technology Experiences for Students and Teachers (ITEST) program, which supports projects that build understandings of practices, program elements, contexts, and processes contributing to increasing students' knowledge and interest in science, technology, engineering, and mathematics (STEM) and information and communication technology (ICT) careers. This project is also co-funded by the Advanced Informal STEM Learning (AISL) program. As part of its overall strategy to enhance learning in informal environments, the AISL program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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TEAM MEMBERS: Fenice Boyd Regina Ciphrah
resource evaluation Media and Technology
Learning to See, Seeing to Learn is a National Science Foundation-funded project to develop www.macroinvertebrates.org, a digital observation tool and set of informational resources that can supplement volunteer biomonitoring trainings and improve aquatic macroinvertebrates identification. Project researchers are interested in how trainers and volunteers use the tool, as well as how training that incorporates the tool impacts volunteers’ confidence in and accuracy around aquatic macroinvertebrates identification. In November 2018, project partner, Stroud Water Research Center, conducted a
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TEAM MEMBERS: Camellia Sanford-Dolly
resource evaluation Media and Technology
Char Associates conducted an evaluation of the four-year, NSF-funded project, Interpreters and Scientists Working on Our Parks (iSWOOP). The project brought interpreters and scientists together in multi-day professional development sessions at five national parks with the purpose of showcasing scientific research that usually goes unseen and unappreciated by park visitors. iSWOOP coordinated the development and delivery of digital libraries including animations, still photos, thermal and high-speed videos, and maps to give visual support to explanations of particular scientific studies. In
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TEAM MEMBERS: Cynthia Char
resource project Media and Technology
Polar Literacy: A model for youth engagement and learning will foster public engagement with polar science. The project targets middle-school aged underserved youth and polar research scientists, with the goal to increase youth interest in and understanding of Polar Regions, and to hone researchers' science communication skills. The project will develop affordable and replicable ways of bringing polar education to informal learning environments, extend our understanding of how polar education initiatives can be delivered to youth with maximum effect, and design a professional development model to improve the capacity for Polar Region researchers to craft meaningful broader impact activities. Polar Literacy will create and test a model which combines direct participation by scientists in after-school settings, with the use of curated polar research data sets and data visualization tools to create participatory learning experiences for youth. Beyond the life of the project funding, many of the project deliverables (including kits, videos, and other resources) will continue to be used and disseminated online and in person through ongoing work of project collaborators.

Polar Literacy: A model for youth engagement and learning will advance the understanding of informal learning environments while leveraging the rich interdisciplinary resources from polar investments made by the National Science Foundation (NSF). The project's key audiences -- polar researchers, informal educators, and out-of-school time (OST) youth in grades 4-7 (ages 9-13) -- will connect through both place-based and internet-based experiences and work collaboratively to generate a flexible, scalable, and transferable education model. The project will 1) design OST kits and resource guides (focused on Polar Literacy Principles) and include "Concept in a Minute" videos designed to highlight enduring ideas, 2) provide professional development for informal educators, 3) synthesize a club model through adaptation of successful facets of existing informal learning programs, and 4) create Data Jam events for the OST Special Interest (SPIN) clubs and camp programs by modifying an existing formal education model. A research design, implemented at four nodes over three years, will answer three research questions to evaluate the impact of professional development on informal educators, as well as the impact of programs on youth, and the effectiveness of the model. In addition to the project team and collaborators who are informal education practitioners, an advisory board composed of experts in youth programming, informal education, and evaluation will guide the project to ensure that it advances the body of informal STEM learning research.

Polar Literacy is an Advancing Informal STEM Learning (AISL) Innovations in Development project in response to the Dear Colleague Letter: Support for Engaging Students and the Public in Polar Research (NSF 18-103). Polar Literacy is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM (Science, Technology, Engineering, Mathematics) learning in informal environments. This project has co-funding support from the Antarctic section of the Office of Polar Programs.

This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS: Janice McDonnell Oscar Schofield Charles Lichtenwalner Jason Cervenec
resource project Media and Technology
Water is an essential, basic need. It is the sustenance for living organisms. For many Native American communities, like the Ojibwe tribes of Minnesota, water is a sacred valuable life source that permeates all aspects of their culture. In these communities, water stories are often used to communicate the value and impact of water on their lives and the lives of others. These stories signal geohydrologic, sociocultural, and sociopolitical societal shifts over time. This pilot study will explore the feasibility of using Native water stories and informal learning experiences to bring water science and issues of water sustainability to youth and public audiences. A significant outcome of the pilot will be a youth-museum-educator co-created public planetarium show and program based on the water stories collected and archived. This approach is particularly novel. It provides an entry into STEM through a dynamic, multimedia context that typically does not engage youth as co-creators of the experiences. Water Values will give voice and a public platform to youth and their communities to elevate ecological issues that are relevant and timely within their own communities. It will also promote scientific discourse through field experiences, interactions with scientists and STEM professions, and community leadership development. Further, this pilot will also test a reciprocal relationship model among its partners. Analogous feasibility research to the Water Values pilot does not exist in the current NSF portfolio. Therefore, the project will not only contribute to the emerging literature base on the intersectionality of STEM, storytelling and Native cultures, but it will also contribute to broader discourse about water health, access, management, and sustainability.

The pilot study will bring together the long standing gidakiimanaaniwigamig program, with its master teachers who are experts in culturally responsive education for Native American youth, and the Bell Museum, which has decades of experience in developing informal STEM learning programs for a broad community. Thirty-five middle school aged youth, five educators, and over 200 community members will engage in the work. During the summer residential program, youth will be exposed to STEM content and important water science concepts through field-based research and a culturally relevant, placed-based curriculum focused on water and communicating water stories. These experiences will be extended during the academic year through weekend science activities that will focus on the compilation of water stories from Native communities, especially from the Ojibwe tribes of Minnesota, and creatively integrating the stories into a fully operational youth-museum co-created public planetarium program. This capstone planetarium show and program will be piloted at the Bell Museum. With regards to the research, four overarching question will guide the study: (1) How does participation in creating water journey stories increase Native students' motivation to learn and engage with STEM, (2) How does participation in creating and presenting water journey stories build change in sociopolitical awareness among Native students? (3) How do Native community members engage with water stories for sociopolitical change and greater participation in STEM? and (4) How does collaboration between gidakiimanaaniwigamig, the Bell, and the UMN impact STEM interest and participation in students and a Native community for transformative experience? Data will be collected from the youth participants, instructors and leaders, and community members. These data will be collected from content surveys, student logs, self-reported intrinsic motivation instrument, observations, and artifacts. The results will be disseminated through various mechanisms within and beyond the target communities. Formative and summative evaluations will inform that work and will be led by an external evaluation firm, Erikkson Associates.

This feasibility study is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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TEAM MEMBERS: Bhaskar Upadhyay Diana Dalbotten Jonee Brigham
resource project Exhibitions
The project will develop and research how an emerging technology, immersive virtual reality (IVR) using head mounted displays (HMDs), can enhance ocean literacy and generate empathy towards environmental issues. Recent advances in design have resulted in HMDs that provide viscerally realistic and immersive experiences that situate participants in underwater or other remote environments. IVR can provide many people with virtual access to these environments, including persons with disabilities, people living away from coastal areas, or those who lack access for other reasons (e.g., low-income families, underserved/underrepresented communities, persons untrained in diving). The project will develop a high quality 360-degree underwater film that includes live action footage, animation, and interactive elements. The IVR experience will take the participant through an immersive underwater journey of a Pacific reef, using realistic visualizations, narrative, and a compelling story to engage participants in learning the ecology and biology of coral reefs, as well as the impacts of climate change and human disturbances on ocean ecosystems. In addition to the IVR ocean journey, the project will integrate interactive functionality of being on a reef during mass coral spawning, an annual natural phenomenon through which coral reefs replenish their populations. With hand-held controllers, participants will be able to "swim" through the water, watch the degraded reef recover and grow and will have the ability to change the rate of coral recovery and learn how increases in temperature impede coral recovery. While research has been conducted on early, desk-top versions of IVR, the potential impact of IVR on learning is still unclear. The research findings will help guide the development of IVR for use in informal STEM environments such as aquariums, zoos, science museums, and others. The IVR experience will be shared on online platforms for home viewing, at film festivals and conferences, and in informal learning environments.

The project addresses the need for research on the impacts of IVR devices as it become more affordable and more widely used at home and in other informal and formal environments. Few studies have investigated how design elements impact the user in IVR, in which the increased immersion affects the stimuli perception and cognitive processing. The research will assess the learning affordances and impacts of the IVR experience on participant ocean literacy (adapting items from an existing ocean literacy survey), environmental empathy/feelings of presence (naturalistic observations and post-experience interviews), and perceived self-efficacy (pre-post survey, post-interview interviews). In addition, the project will research how segmentation (i.e., a continuous experience vs. an experience with breaks), generative learning tasks (hands-on experiences and interactive during IVR), and gender of the narrator in an IVR experience supports learning about ocean environments. Researchers will collect data from students attending high schools with predominantly minority student enrollments. Research findings will be widely shared through peer-reviewed publications, conference presentations, and publications for educators and designers.

This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS: Jeremy Bailenson Erika Woolsey
resource project Media and Technology
A team of experts from five institutions (University of Minnesota, Adler Planetarium, University of Wyoming, Colorado State University, and UC San Diego) links field-based and online analysis capabilities to support citizen science, focusing on three research areas (cell biology, ecology, and astronomy). The project builds on Zooniverse and CitSci.org, leverages the NSF Science Gateways Community Institute, and enhances the quality of citizen science and the experience of its participants.

This project creates an integrated Citizen Science Cyberinfrastructure (CSCI) framework that expands the capacity of research communities across several disciplines to use citizen science as a suitable and sustainable research methodology. CSCI produces three improvements to the infrastructure for citizen science already provided by Zooniverse and CitSci.org:


Combining Modes - connecting the process of data collection and analysis;
Smart Assignment - improving the assignment of tasks during analysis; and
New Data Models - exploring the Data-as-Subject model. By treating time series data as data, this model removes the need to create images for classification and facilitates more complex workflows. These improvements are motivated and investigated through three distinct scientific cases:
Biomedicine (3D Morphology of Cell Nucleus). Currently, Zooniverse 'Etch-a-Cell' volunteers provide annotations of cellular components in images from high-resolution microscopy, where a single cell provides a stack containing thousands of sliced images. The Smart Task Assignment capability incorporates this information, so volunteers are not shown each image in a stack where machines or other volunteers have already evaluated some subset of data.
Ecology (Identifying Individual Animals). When monitoring wide-ranging wildlife populations, identification of individual animals is needed for robust estimates of population sizes and trends. This use case combines field collection and data analysis with deep learning to improve results.
Astronomy (Characterizing Lightcurves). Astronomical time series data reveal a variety of behaviors, such as stellar flares or planetary transits. The existing Zooniverse data model requires classification of individual images before aggregation of results and transformation back to refer to the original data. By using the Data-as-Subject model and the Smart Task Assignment capability, volunteers will be able to scan through the entire time series in a machine-aided manner to determine specific light curve characteristics.


The team explores the use of recurrent neural networks (RNNs) to determine automated learning architectures best suited to the projects. Of particular interest is how the degree to which neighboring subjects are coupled affects performance. The integration of existing tools, which is based on application programming interfaces (APIs), also facilitates further tool integration. The effort creates a citizen science framework that directly advances knowledge for three science use cases in biomedicine, ecology, and astronomy, and combines field-collected data with data analysis. This has the ability to solve key problems in the individual applications, as well as benefiting the research of the dozens of projects on the Zooniverse platform. It provides benefits to researchers using citizen scientists, and to the nearly 1.6 million citizen scientists themselves.

This award by the Office of Advanced Cyberinfrastructure is jointly supported by the Division of Research on Learning in Formal and Informal Settings, within the NSF Directorate for Education and Human Resources.

This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
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TEAM MEMBERS: Gregory Newman Subhashini Sivagnanam Laura Trouille Sarah Benson-Amram Jeff Clune Lucy Fortson Craig Packer Christopher Lintott Daniel Boley