Yeah, not theory or hypothesis. I'd say conjecture, but that suggests acknowledged uncertainty and a willingness to be persuaded otherwise.

How about dogma? a point of view or tenet put forth as authoritative without adequate grounds

That would make them Conspiracy Dogmatists. But, CDs is taken.

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Never attribute to malice what can be adequately explained by ignorance or stupidity.
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