Preheat the oven to 350ºF (180ºC). Line two large cookie sheets with parchment paper.
In a medium bowl, whisk together the flour, cake flour, salt and baking soda.
In a large bowl, beat the butter, granulated sugar, brown sugar and lemon zest, with an electric mixer at medium speed, until light and fluffy. Beat in the egg and egg yolk in separate additions until well incorporated. Beat in the extracts until combined.
On low speed, beat in the flour mixture just until combined. Fold in the white chocolate chips.
Place 1/4 cup size portions of cookie dough onto the prepared cookie sheet, about 3 inches apart. I used a #20 portion scoop* and I placed 6 cookies on each cookie sheet. Bake one cookie sheet at a time. Bake until the tops of the cookies are set and the bottom edges begin to turn light golden brown, about 10-11 minutes. Do not over bake. Transfer the cookies to a cooling rack to cool completely.
Apply the white chocolate flowers to the cooled cookies with a dab of melted white chocolate.