You should also understand that scientists are human and subject to all of human foibles like racism, sexism, etc.
https://en.wikipedia.org/wiki/Piltdown_Man
Not to mention politics, such as when "jewish science/math/etc" rejected.
You should trust the replicable experiments, not the scientists. Especially so when "science" and politics gets intermixed.
When a "scientist" says "trust me" or when a politician says "trust the scientist I say to trust", that's when you should be the most distrusting.
Most (many) people have no (basic but proper) understanding of the scientific method and statistics.
When I hear "trusting since" it's most times not "trust the scientific method but be wary about interpretations of results yielded by it" but instead "fully non-questioning trust a specific interpretation of some scientific results" worse often a biased speculative interpretation based on some other speculations based on the scientific results.
As such "trusting science" because "it's science" is in many peoples vocabulary something I can't say is good. Especially if politicians use the terms.