For Amtrak and likely most regional rail systems that do on train ticket taking, the number of stations they service exceeds the number of trains. For example, Amtrak runs on the order of 300 trains to service 500 stations. It’s simply more efficient to centralize ticketing to travel with the smaller number of trains than need staff to cover all the stations and e.g. watch for turnstile jumpers (many of which might be little more than just a platform next to a parking lot).
You tend to see turnstiles in higher frequency rail lines, where taking tickets on the train would be too slow to be done between stops or there is a closer match between the number of trains and stations.
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