Villain 30/10/29 (AFreq) over 50 hands. A few hands before he stacked me by slowplaying a floped set as the in between caller in a 3way pot and c/shoved the A paired turn against my AJ.

One or 2 hands later he minraised me on a monotone flop and I folded.

Apart from that he generally seemed call happy.

On the turn I'm shoving over a raise and hoped to induce it with a smaller bet.
Do I have a choice on the river?

PokerStars No-Limit Hold'em, $0.50 BB (6 handed) - Poker-Stars Converter Tool from FlopTurnRiver.com

CO ($125.75)
Button ($50)
SB ($51.15)
BB ($74.85)
UTG ($48.05)
Hero (MP) ($50)

Preflop: Hero is MP with J, A
1 fold, Hero bets $2, CO calls $2, 2 folds, BB calls $1.50

Flop: ($6.25) A, J, 5 (3 players)
BB checks, Hero bets $4.50, CO calls $4.50, 1 fold

Turn: ($15.25) 6 (2 players)
Hero bets $10, CO calls $10

River: ($35.25) 5 (2 players)
Hero ?