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Joel, Samantha, Eastwick, Paul W., Allison, Colleen J., Arriaga, Ximena B., Baker, Zachary G. ORCID: 0000-0001-5345-7643, Bar-Kalifa, Eran ORCID: 0000-0003-3579-3015, Bergeron, Sophie, Birnbaum, Gurit E., Brock, Rebecca L., Brumbaugh, Claudia C., Carmichael, Cheryl L., Chen, Serena, Clarke, Jennifer, Cobb, Rebecca J., Coolsen, Michael K., Davis, Jody, de Jong, David C., Debrot, Anik, DeHaas, Eva C., Derrick, Jaye L., Eller, Jami ORCID: 0000-0002-7623-1185, Estrada, Marie-Joelle, Faure, Ruddy ORCID: 0000-0002-9834-2783, Finkel, Eli J., Fraley, R. Chris, Gable, Shelly L., Gadassi-Polack, Reuma, Girme, Yuthika U., Gordon, Amie M., Gosnell, Courtney L., Hammond, Matthew D., Hannon, Peggy A., Harasymchuk, Cheryl, Hofmann, Wilhelm, Horn, Andrea B. ORCID: 0000-0003-2729-7062, Impett, Emily A., Jamieson, Jeremy P., Keltner, Dacher, Kim, James J., Kirchner, Jeffrey L., Kluwer, Esther, Kumashiro, Madoka, Larson, Grace, Lazarus, Gal, Logan, Jill M., Luchies, Laura B., MacDonald, Geoff, Machia, Laura V., Maniaci, Michael R., Maxwell, Jessica A., Mizrahi, Moran ORCID: 0000-0003-2732-7372, Muise, Amy, Niehuis, Sylvia, Ogolsky, Brian, Oldham, C. Rebecca, Overall, Nickola C., Perrez, Meinrad, Peters, Brett J., Pietromonaco, Paula R., Powers, Sally I., Prok, Thery, Pshedetzky-Shochat, Rony, Rafaeli, Eshkol, Ramsdell, Erin L., Reblin, Maija, Reicherts, Michael, Reifman, Alan, Reis, Harry T., Rhoades, Galena K., Rholes, William S., Righetti, Francesca, Rodriguez, Lindsey M., Rogge, Ron, Rosen, Natalie O., Saxbe, Darby, Sened, Haran, Simpson, Jeffry A., Slotter, Erica B., Stanley, Scott M., Stocker, Shevaun, Surra, Cathy, Kuile, Hagar Ter, Vaughn, Allison A., Vicary, Amanda M., Visserman, Mariko L. and Wolf, Scott (2020). Machine learning uncovers the most robust self-report predictors of relationship quality across 43 longitudinal couples studies. Proc. Natl. Acad. Sci. U. S. A., 117 (32). S. 19061 - 19072. WASHINGTON: NATL ACAD SCIENCES. ISSN 0027-8424