1. Targeted ads being more profitable has no relevance to the number of ads on the page. Advertisers will always try to maximize the number of ads and potential profits regardless of profitability.

2. Contextual ads are not targeted and would not be showing you adverts for diapers or ladies shoes- unless you are reading about diapers or ladies shoes.