To remove the Gallery Short-code completely add this to your themes function.php file:
remove_shortcode('gallery', 'gallery_shortcode');
To remove the Gallery Short-code completely add this to your themes function.php file:
remove_shortcode('gallery', 'gallery_shortcode');