"Frontline" exposes shady dealings in the hedge-fund industry in "To Catch a Trader." 10 p.m. KOCE

She's gonna make it after all: Gabrielle Union plays a cable news anchor in the new series "Being Mary Jane." 10 p.m. BET

Elmore Leonard is gone, but "Justified" lives on with the return of this Kentucky-set crime drama based on one of the late novelist's short stories. Timothy Olyphant stars. 10 p.m. FX

Courteney Cox and company uncork another season of "Cougar Town." Christa Miller and Busy Philipps also star. 10 p.m. TBS


J.J. Abrams' on-again, off-again post-apocalyptic drama "Revolution" moves to its new night and time. 8 p.m. NBC

"2 Broke Girls'" Kat Dennings and Beth Behrs will pick up a little extra cash when they co-host "The 40th Annual People's Choice Awards." 9 p.m. CBS

"Nova" explores strange new worlds, seeks out new life and new civilizations, etc., in "Alien Planets Revealed." 9 p.m. KOCE

The mystery-comedy "Psych" returns with regular — i.e., nonmusical — episodes. James Roday and Dulé Hill star. 9 p.m. USA

They're coming to Antarctica … today! A six-man team follows in the footsteps of an intrepid polar explorer in the three-part series "Chasing Shackleton." 10 p.m. KOCE

Fleetwood Mac's Stevie Nicks, the witchiest woman in rock history, guest stars as herself on a new "American Horror Story: Coven." 10 p.m. FX

"Chicago Fire" begets a spin-off, the Windy City-set cop drama "Chicago PD." Jason Beghe, Jon Seda and "One Tree Hill's" Sophia Bush star. 10:01 p.m. NBC


Break out the back bacon, eh, it's time for "Chopped Canada," the north-of-the-border edition of the hit cooking competition. 9 p.m. Food Network

There's ginseng in them thar hills and a pretty penny to be made off of the highly sought-after herb in the new reality series "Appalachian Outlaws." 10 p.m. History

To the victor go "The Spoils of Babylon" in this star-studded send-up of the miniseries genre. With Will Ferrell, Kristen Wiig, Tobey Maguire, Val Kilmer and Jessica Alba. 10 p.m. IFC


It's a night at the opera with soprano Renée Fleming, et al., on the season premiere of "Live From Lincoln Center." 9 p.m. KOCE

Ronald D. Moore, the brains behind the "Battlestar Galactica" reboot, is back with the new sci-fi drama "Helix." Billy Campbell stars. 10 p.m. Syfy


See who's nicest on ice at the "U.S. Figure Skating Championships." Noon and 8 p.m. NBC

The 2013 doc "Milius" profiles the movie-making maverick who had a hand in such flicks as "Apocalypse Now" and "Conan the Barbarian." 8 p.m. Epix

Ryan Gosling takes the money and runs, or rather, rides away on a motorcycle, in Derek Cianfrance's 2012 crime drama "The Place Beyond the Pines." With Bradley Cooper. 8 p.m. HBO

A bereaved New Jersey teen finds healing in New Mexico in the 2012 adaptation of Judy Blume's young-adult novel "Tiger Eyes." 8 p.m. Lifetime

"When Calls the Heart," Lori Loughlin and Erin Krakow answer in this new series set in frontier-era Canada. 9 p.m. Hallmark

"A Good Day to Die Hard" is the 2013 entry in the action franchise that, like Bruce Willis' John McClane, just doesn't know when to quit. 10 p.m. Cinemax