All other types are either pigmented or have scales. -- process of elimination
I believe the biopsy description of "small basophillic cells forming tumor islands" is describing the peripheral palisading that is classically seen in Basal cell carcinoma.
Anything upper lip + above → basal cell carcinoma
Anything lower lip → Squamous cell carcinoma
FA 2019 -pg 473