I found the solution through some further experimentation with the format
the correct json file format for the dataset to read in is the following:
{"text": "anything here", "class_label": "positive"}
{"text": "anything here 2", "class_label":"negative"}

Notice the [] are gone and the comma is gone, each new line is a new record