Citizen science frontiers: Efficiency, engagement, and serendipitous discovery with human–machine systems von Trouille, Laura, Lintott, Chris J., Fortson, Lucy F.

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Galaxy Zoo DECaLS: Detailed visual morphology measurements from volunteers and deep learning for 314 000 galaxies von Walmsley, Mike, Lintott, Chris, Géron, Tobias, Kruk, Sandor, Krawczyk, Coleman, Willett, Kyle W, Bamford, Steven, Kelvin, Lee S, Fortson, Lucy, Gal, Yarin, Keel, William, Masters, Karen L, Mehta, Vihang, Simmons, Brooke D, Smethurst, Rebecca, Smith, Lewis, Baeten, Elisabeth M, Macmillan, Christine

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Identifying animal species in camera trap images using deep learning and citizen science von Willi, Marco, Pitman, Ross T., Cardoso, Anabelle W., Locke, Christina, Swanson, Alexandra, Boyer, Amy, Veldthuis, Marten, Fortson, Lucy, Gaggiotti, Oscar

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The green valley is a red herring: Galaxy Zoo reveals two evolutionary pathways towards quenching of star formation in early- and late-type galaxies von Schawinski, Kevin, Urry, C. Megan, Simmons, Brooke D., Fortson, Lucy, Kaviraj, Sugata, Keel, William C., Lintott, Chris J., Masters, Karen L., Nichol, Robert C., Sarzi, Marc, Skibba, Ramin, Treister, Ezequiel, Willett, Kyle W., Wong, O. Ivy, Yi, Sukyoung K.

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Integrating human and machine intelligence in galaxy morphology classification tasks von Beck, Melanie R, Scarlata, Claudia, Fortson, Lucy F, Lintott, Chris J, Simmons, B D, Galloway, Melanie A, Willett, Kyle W, Dickinson, Hugh, Masters, Karen L, Marshall, Philip J, Wright, Darryl

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Low-metallicity Galaxies from the Dark Energy Survey von Lin, Yu-Heng, Scarlata, Claudia, Mehta, Vihang, Skillman, Evan, Hayes, Matthew, McQuinn, Kristen B. W., Fortson, Lucy, Chworowsky, Katherine, Clarke, Leonardo

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Galaxy Zoo: Morphological Classification of Galaxy Images from the Illustris Simulation von Dickinson, Hugh, Fortson, Lucy, Lintott, Chris, Scarlata, Claudia, Willett, Kyle, Bamford, Steven, Beck, Melanie, Cardamone, Carolin, Galloway, Melanie, Simmons, Brooke, Keel, William, Kruk, Sandor, Masters, Karen, Vogelsberger, Mark, Torrey, Paul, Snyder, Gregory F.

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Galaxy Zoo 2: detailed morphological classifications for 304 122 galaxies from the Sloan Digital Sky Survey von Willett, Kyle W., Lintott, Chris J., Bamford, Steven P., Masters, Karen L., Simmons, Brooke D., Casteels, Kevin R. V., Edmondson, Edward M., Fortson, Lucy F., Kaviraj, Sugata, Keel, William C., Melvin, Thomas, Nichol, Robert C., Raddick, M. Jordan, Schawinski, Kevin, Simpson, Robert J., Skibba, Ramin A., Smith, Arfon M., Thomas, Daniel

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Jovian Vortex Hunter: A Citizen Science Project to Study Jupiter’s Vortices von Sankar, Ramanakumar, Brueshaber, Shawn, Fortson, Lucy, Hansen-Koharcheck, Candice, Lintott, Chris, Mantha, Kameswara, Nesmith, Cooper, Orton, Glenn S.

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Galaxy Zoo: Are bars responsible for the feeding of active galactic nuclei at 0.2 < z < 1.0? von Cheung, Edmond, Trump, Jonathan R., Athanassoula, E., Bamford, Steven P., Bell, Eric F., Bosma, A., Cardamone, Carolin N., Casteels, Kevin R. V., Faber, S. M., Fang, Jerome J., Fortson, Lucy F., Kocevski, Dale D., Koo, David C., Laine, Seppo, Lintott, Chris, Masters, Karen L., Melvin, Thomas, Nichol, Robert C., Schawinski, Kevin, Simmons, Brooke, Smethurst, Rebecca, Willett, Kyle W.

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Cosmology: A few words on infinity von Fortson, Lucy

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Disaster, Infrastructure and Participatory Knowledge: The Planetary Response Network von Simmons, Brooke D, Lintott, Chris, Reece, Steven, Allen, Campbell, Miller, Grant R. M, Yore, Rebekah, Jones, David, Ishikawa, Sascha T, Jardine-McNamara, Tom, Boyer, Amy R, O'Donnell, James E, Fortson, Lucy, Kuzin, Danil, McMaster, Adam, Trouille, Laura, Wolfenbarger, Zach

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The notes from nature tool for unlocking biodiversity records from museum records through citizen science von Hill, Andrew, Guralnick, Robert, Smith, Arfon, Sallans, Andrew, Rosemary Gillespie, Denslow, Michael, Gross, Joyce, Murrell, Zack, Tim Conyers, Oboyski, Peter, Ball, Joan, Thomer, Andrea, Prys-Jones, Robert, de Torre, Javier, Kociolek, Patrick, Fortson, Lucy

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Galaxy Zoo: probabilistic morphology through Bayesian CNNs and active learning von Walmsley, Mike, Smith, Lewis, Lintott, Chris, Gal, Yarin, Bamford, Steven, Dickinson, Hugh, Fortson, Lucy, Kruk, Sandor, Masters, Karen, Scarlata, Claudia, Simmons, Brooke, Smethurst, Rebecca, Wright, Darryl

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Galaxy Zoo: Clump Scout: Surveying the Local Universe for Giant Star-forming Clumps von Adams, Dominic, Mehta, Vihang, Dickinson, Hugh, Scarlata, Claudia, Fortson, Lucy, Kruk, Sandor, Simmons, Brooke, Lintott, Chris

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Hoping for optimality or designing for inclusion: Persistence, learning, and the social network of citizen science von Parrish, Julia K., Jones, Timothy, Burgess, Hillary K., He, Yurong, Fortson, Lucy, Cavalier, Darlene

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Multimessenger observations of a flaring blazar coincident with high-energy neutrino IceCube-170922A von Aartsen, Mark, Ackermann, Markus, Adams, Jenni, Aguilar, Juan Antonio, Ahlers, Markus, Ahrens, Maryon, Al Samarai, Imen, Altmann, David, Andeen, Karen, Anderson, Tyler, Ansseau, Isabelle, Anton, Gisela, Argüelles, Carlos, Auffenberg, Jan, Axani, Spencer, Bagherpour, Hadis, Bai, Xinhua, Barron, Jared, Barwick, Steve, Baum, Volker, Bay, Ryan, Beatty, James, Becker, Karl Heinz, Tjus, Julia, BenZvi, Segev, Berley, David, Bernardini, Elisa, Besson, David, Binder, Gary, Bindig, Daniel, Blaufuss, Erik, Blot, Summer, Bohm, Christian, Boerner, Mathis, Bos, Fabian, Boeser, Sebastian, Botner, Olga, Bourbeau, Etienne, Bourbeau, James, Bradascio, Federica, Braun, Jim, Brenzke, Martin, Bretz, Hans-Peter, Bron, Stephanie, Brostean-Kaiser, Jannes, Burgman, Alexander, Busse, Raffaela, Carver, Tessa, Cheng, Edward, Chirkin, Dmitry, Christov, Asen, Clark, Ken, Classen, Lew, Coenders, S., Collin, Gabriel, Conrad, Janet, Coppin, Paul, Correa, Pablo, Cowen, Doug, Cross, Robert, Dave, Pranav, Day, Melanie, de Andre, Joao Pedro A M, De Clercq, Catherine, Delaunay, James, Dembinski, Hans, DeRidder, Sam, Desiati, Paolo, de Vries, Krijn, DeWasseige, Gwenhael, DeWith, Meike, DeYoung, Ty, Díaz-Vélez, Juan Carlos, Di Lorenzo, Vincenzo, Dujmovic, Hrvoje, Dumm, Jonathan, Dunkman, Matt, Dvorak, Emily, Eberhardt, Benjamin, Ehrhardt, Thomas, Eichmann, Bjorn, Eller, Philipp, Evenson, Paul, Fahey, Sam, Fazely, Ali, Felde, John, Filimonov, Kirill, Finley, Chad, Flis, Samuel, Franckowiak, Anna, Friedman, Elizabeth, Fritz, Alexander, Gaisser, Tom, Gallagher, Jay, Gerhardt, Lisa, Ghorbani, Kevin, Glauch, Theo, Gluesenkamp, Thorsten, Goldschmidt, Azriel, Gonzalez, Javier

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Highlights of recent results from the VERITAS gamma-ray observatory von Fortson, Lucy

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Exposing the Science in Citizen Science: Fitness to Purpose and Intentional Design von Parrish, Julia K., Burgess, Hillary, Weltzin, Jake F., Fortson, Lucy, Wiggins, Andrea, Simmons, Brooke

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Investigating Clumpy Galaxies in the Sloan Digital Sky Survey Stripe 82 Using the Galaxy Zoo von Mehta, Vihang, Scarlata, Claudia, Fortson, Lucy, Dickinson, Hugh, Adams, Dominic, Chevallard, Jacopo, Charlot, Stéphane, Beck, Melanie, Kruk, Sandor, Simmons, Brooke

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