Maiden Race
A race exclusively for horses who have not previously won.
Pari-Mutuel
A pool style wagering system, where all money input through betting is divided among those with winning tickets (save for various deductions by the track operators).
Sloppy
A wet racetrack condition, typically with a firm base and water settling on top.