Is chair masculine or feminine?

In context

• Cette vision me donna la chair de poule.

  The sight made my flesh creep.

• Les enfants furent utilisés comme chair à canon.

  The children were used as cannon fodder.

• Ma belle-mère me donne la chair de poule.

  My mother-in-law gives me the creeps.