Relatedly, I'm not convinced Glassdoor doesn't delete or hide posts that are unfavorable to the employer. I've kept tabs on the reviews and scores left on my previous company's page and at least several negative reviews are nowhere to be found.

It doesn't to my knowledge. I see both good and bad reviews for my company come hit my email inbox regularly.