"I did it all by myself," Allison Janney joked as she recently accepted her best supporting actress Oscar for I, Tonya, adding, "There's nothing further from the truth." One person she thanked may have come as a surprise to some viewers: Joanne Woodward. In fact, the iconic actress and her real-life husband, Paul Newman, played a pivotal role in Allison's career.

When the Dayton native started to study acting at Kenyon College in 1978, one of the Gambier, Ohio, school's alums, Paul, returned to christen a new theater and direct a play called C.C. Pyle and the Bunion Derby. Intent on impressing Paul in her audition, "I decided I was going to appeal to his love of car racing," Allison, 58, recalls. She made up a story about how she could make the two-and-a-half-hour drive from Dayton to Kenyon in 70 minutes in her Volkswagen Scirocco.

paul newman and joanne woodward getty images

Paul and his wife, Joanne.

Whether that led to her landing a part, we'll never know, but she learned a lot from Paul. "He would take people aside and put his arm around them to give them direction rather than shout, as some directors do," she says. "He was the loveliest man."

Allison struck up a friendship with Paul and Joanne, who encouraged her to move to NYC after graduation and helped her land a job at the famed Neighborhood Playhouse (where Joanne had studied). "They mentored me in a way that really made a difference in my life," she says.

allison janney getty images

When Paul died at 83, Allison held on to a gift he'd given her. "He said, 'I'll do you a favor if you need one sometime,'" she says. "I never called him on it because I never thought anything was special enough, but it sure helped knowing I had the option to call Paul."

For more on Allison Janney, pick up the latest issue of Closer Weekly, on newsstands now — and be sure to sign up for our newsletter for more exclusive news!