Another good starting point might be J A Crook's book, Law and Life of Rome, which does have some detailed discussions on Societas and related legal topics. (See Index.)
If you are seeking just scholarly articles, I suggest you search JSTOR You will find, for example, works such as; Law and Finance "at the Origin" Ulrike Malmendier
Journal of Economic Literature, Vol. 47, No. 4 (DECEMBER 2009), pp. 1076-1108; Societas as Consensual Contrac David Daube The Cambridge Law Journal, Vol. 6, No. 3 (1938), pp. 381-403;
Because there are so many, you may want to limit your searches to JRS.
There is a paper by Bonet (published in 1948 in Anuario de historia del derecho español) on the subject of " societas publicanorun" that even if it is in spanish has an excellent list of sources that can be useful .