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resource project Public Programs
The Adler Planetarium will expand access to STEM programs for African American and Latinx Chicago teens through a progressive series of entry-point, introductory, intermediate, and advanced level programs. Students in grades 7–12 will be invited to join teams of scientists, engineers, and educators to undertake authentic scientific research and solve real engineering challenges. In collaboration with schools and community-based organizations, Adler will develop and implement new participant recruitment and retention strategies to reach teens in specific neighborhoods. The initiative will help address the underrepresentation of Latinx and African Americans in engineering.
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TEAM MEMBERS: Kelly Borden
resource project Public Programs
The Virginia Air and Space Center will enhance its Space Gallery exhibit and increase its capacity to deliver high-quality, high-impact STEM programming. The museum will purchase, adapt, and install three interactive, digital exhibits that will complement existing displays and enhance visitors’ overall experiences. The digital exhibits will include a moon lander that users can pilot; a simulated Mars rover and micro-copter that will allow guests to navigate a Martian atmosphere and surface; and a stellar playground where users can build their own solar system through an intuitive touch-interface that incorporates planets, stars, violent supernovas, black holes, and other space oddities. The project team will develop new curricula related to the exhibits to use with school groups and summer camps.
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TEAM MEMBERS: Danielle Price
resource project Public Programs
The Children's Museum of Wilmington will renew and expand its STEM All-Stars program for at-risk and underserved youth to enhance and apply their knowledge of STEM concepts in a fun, safe, and contemporary learning environment. Twice per month from January through May in 2019 and 2020, a third-grade class will visit the Children's Museum of Wilmington for two-to-one student to faculty ratio workshops exploring states of matter, the wonders of the solar system, various science career paths, and more through activities which complement the NC Science Standard Curriculum. Students will document their workshop experiments, hypotheses, and findings in personal journals. Project goals include improving students' competence in STEM concepts, nurturing student enthusiasm for STEM subjects, and encouraging students to pursue careers in STEM-related areas. Teachers will be asked to participate in two assessments per year to evaluate the STEM All-Stars' impact on student interest and learning.
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TEAM MEMBERS: Kelsey Peterson
resource project Public Programs
Clark Planetarium will partner with the Salt Lake County Library System to extend STEM education for adolescent audiences throughout the regional community. The planetarium will create STEM classes in up to 18 different county libraries, with up to four library activity sessions each week. With each activity session, the project will engage middle school and high school aged participants in hands-on science, technology, and engineering activities that explore complex concepts and principles through simulations of robotic missions. Each visit will engage learners in STEM-focused activities that emphasize group work such as building robots, collecting and analyzing data, and solving problems. Over the span of three years, the project will reach over 7,700 teens. The Utah Education Policy Center will use observation, program records, and a brief online survey to measure the program's impact on STEM interest and improvement in confidence, attitudes, and behavioral intentions around STEM.
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TEAM MEMBERS: Stephanie McGinnis
resource evaluation Public Programs
With funding from the NASA Science Activation program, the Space Science Institute (SSI) launched NASA@ My Library in 2016. The vision of NASA@ My Library was to help public libraries and state library agencies increase NASA and STEM learning opportunities for library patrons throughout the U.S., including those in geographic areas and populations currently underserved in STEM education. SSI worked closely with its partners, including the American Library Association (ALA), Cornerstones of Science (CoS), the Lunar and Planetary Institute (LPI), and the Pacific Science Center’s Portal to the
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resource research Public Programs
Children and their families are practicing STEAM (Science, Technology, Engineering, Arts, and Math) skills through a library program. Hand-crank generators and LED bulbs are set out on each of the tables, along with two types of dough—conductive play dough and insulating modeling clay.
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TEAM MEMBERS: Brooks Mitchell Claire Ratcliffe Keliann LaConte
resource project Exhibitions
NASA@ My Library is made possible through the support of the National Aeronautics and Space Administration (NASA) Science Mission Directorate as part of its Science Activation program. The project is led by the National Center for Interactive Learning (NCIL) at the Space Science Institute (SSI) in partnership with the American Library Association (ALA) Public Programs Office, Lunar and Planetary Institute (LPI), and Education Development Center (EDC). From 2016-2020, 78 public libraries (75 partner libraries and 3 pilot libraries), 18 State Library Agencies, 6 Portal to the Public Network sites, and 30 NASA-funded scientists participated in the project. More than 225,000 library patrons were reached through their efforts.

In 2021-2022, public libraries, universities, and state library agencies will participate in the project to increase and enhance STEAM learning opportunities in their communities, with an emphasis on reaching audiences underrepresented in STEM education and professions. 
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TEAM MEMBERS: Keliann LaConte Paul Dusenbery Anne Holland James Harold Melanie Welch Lainie Castle Christine Shupla Jessica Santascoy Ginger Fitzhugh
resource research Media and Technology
Peer production projects involve people in many tasks, from editing articles to analyzing datasets. To facilitate mastery of these practices, projects offer a number of learning resources, ranging from project-defined FAQsto individually-oriented search tools and communal discussion boards. However, it is not clear which project resources best support participant learning, overall and at different stages of engagement. We draw on Sørensen's framework of forms of presence to distinguish three types of engagement with learning resources: authoritative, agent-centered and communal. We assigned
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TEAM MEMBERS: Corey Brian Jackson Carsten Osterlund Kevin Crowston Mahboobeh Harandi Laura Trouille
resource evaluation Public Programs
In 2015, Fairchild Tropical Botanic Garden (Fairchild), located in Miami-Dade County, Florida, entered into partnership with NASA’s Kennedy Space Center (KSC) to help advance NASA’s plant research through classroom-based STEM citizen science with a project entitled, Growing Beyond Earth (GBE). The project, initially launched with 3,600 students at 97 middle and high schools primarily in Miami-Dade County, has expanded to include 10,639 students at 210 schools in 26 states and Puerto Rico. GBE is designed to: a) Increase middle and high school students’ interest and skills in science by
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TEAM MEMBERS: Catherine Raymond Marion Litzinger Yang Wen Amy Padolf Carl Lewis
resource project Media and Technology
It is estimated that there could be 40 billion earth-sized planets orbiting in the habitable zones of stars in the Milky Way. Major advances in long range telescopes have allowed astronomers to identify thousands of exoplanets in recent decades, and the discovery of new exoplanets is a now a common occurrence. Public excitement for the discoveries grown alongside these discoveries, thus opening new possibilities for inspiring a new generation of scientists and engineers that may dream of one day visiting these planets. This project investigates the use of interactive, intelligent educational technologies to generate interest in STEM by allowing learners to explore and even create their own exoplanets. Research will occur across several informal learning contexts, including summer camps, after school programs, planetarium shows, and at home. The approach is based on the idea of "What if?"questions about Earth (e.g., "What if the Moon did not exist?"), designed to trigger interest in STEM and frame exploratory and elaborative discussions around hypothetical science questions that are subsequently linked to the search for habitable exoplanets. Learners are able to interact with and explore scientifically accurate simulations of alternative versions of Earth, while making observations and posing explanations for what they see. Technology-based informal learning experiences designed to act as triggers for and sustainment of interest in STEM have the potential to plug the leaky STEM pipeline, and thus have profound implications for the future of science and technology in the United States.

The project seeks to advance the science of designing technologies for promoting interest in STEM and informal astronomy education in several ways. First, the project will develop simulations for exploratory learning about astronomy and planetary science. These simulations will present hypothetical worlds based on what-if questions and feasible models of known exoplanets, thus giving learners a chance to better understand the challenges of finding a habitable world and learning about what is needed to survive there. Second, a new PBS NOVA Lab will be developed that will focus on Exoplanet education. This web-based activity has the potential to reach millions of learners and will help them understand how planets are formed and the requirements for supporting life. Learners who use the lab will have an opportunity to invent their own exoplanets and export them for first-person exploration. Third, researchers on the project will design and implement Artificial Intelligence-based pedagogical agents to support learning and promote interest. These agents will inhabit the simulations with the learner, acting as a coach and guide, and be designed to be culturally responsive and personalized based on learner preferences. Fourth, interactive exoplanet-focused planetarium shows, that will involve live interaction with simulations, will take place at the Fiske Planetarium (Boulder, CO). Finally, the project will develop a server-based infrastructure for tracking and supporting long term development of interest in STEM. This back-end will track fine-grained behaviors, including movement, actions, and communications in the simulations. Such data will reveal patterns about how interest develops, how learners engage in free-choice learning activities, and how they interact with agents and peers in computer simulations. A design-based research methodology will be employed to assess the power of these different experiences to trigger interest and promote learning of astronomy. A range of different pathways for interest in STEM will therefore be considered and assessed. Research will measure the power of these experiences to trigger interest in STEM and promote re-engagement over time. Innovation lies in the use of engaging and intelligent technologies with thought-provoking pedagogy as a method for extended engagement of diverse young learners in STEM. Project research and educational resources will be widely disseminated to researchers, designers developers and the general public via peer-reviewed research journals, conference presentations, informal STEM education networks of science museums, children's museums, Fab Labs, and planetariums, and public media such as public television's NOVA science program website.

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: H Chad Lane Neil Comins Jorge Perez-Gallego David Condon
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
resource project Public Programs
NASA's Universe of Learning provides resources and experiences that enable diverse audiences to explore fundamental questions in astronomy, experience how science is done, and discover the universe for themselves. Using its direct connection to science and science experts, NASA's Universe of Learning creates and delivers timely and authentic resources and experiences for youth, families, and lifelong learners. The goal is to strengthen science learning and literacy, and to enable learners to discover the universe for themselves in innovative, interactive ways that meet today's 21st century needs. The program includes astronomical data tools, multimedia resources, exhibits and community programs, and professional learning experiences for informal educators. It is developed through a unique partnership between the Space Telescope Science Institute, Caltech/IPAC, the Jet Propulsion Laboratory, the Smithsonian Astrophysical Observatory, and Sonoma State University.
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TEAM MEMBERS: Denise Smith Gordon Squires Kathy Lestition Anya Biferno Lynn Cominsky