Building on work of Segre and Kollár on cubic hypersurfaces, we construct over imperfect fields of characteristic
$p\geq 3$ particular hypersurfaces of degree p, which show that geometrically rational schemes that are regular and whose rational points are Zariski dense are not necessarily unirational. A likewise behavior holds for certain cubic surfaces in characteristic
$p=2$.