The tsunami was the secondary cause, and believing that no-one could predict such a tsunami is misleading.
Proof: another nuclear plant was less distant from the tsunami and survived, because someone (Y. Hirai) foresaw it and could impose his views:
https://en.wikipedia.org/wiki/Onagawa_Nuclear_Power_Plant#20...
The hard truth is: even a predictable cause can trigger a disaster. And many aren't predictable.
Fukushima is by many criteria a "lucky" case, as many reactors were properly shutdown when the wave came, operators reacted globally adequately...
The question isn't "is a disaster possible?" but "when, and of which magnitude?".
This patently insufficient ability to foresee also sheds a light towards the "we know that dangerous nuclear waste will not be a problem for anyone during the next 100000 years or so".
Renewables can do the trick without all those threats.