This is what science always has to do, but religion will not do that. While scientists themselves may be religious individuals of many different faiths, their methodology was designed to be the antithesis of faith—it requires that all assumptions be questioned, that all proposed explanations be based on demonstrable evidence, and that all hypotheses be testable and potentially falsifiable. Blaming magic is never acceptable because miracles aren't explanations of any kind, and there has never been a single instance in history when assuming the supernatural has ever improved our understanding of everything. In fact, such excuses have only ever impeded our attempts at discovery.
There are certain rules of logic that science has to adhere to, and there are good reasons for that; faith by contrast ignores all of that outright, preferring to believe whatever makes one happy. I want people to understand that accuracy and accountability actually matter, not just in academics but also as a point of integrity and honor and as a general rule in life.
And one thing you would never want to do is keep your children away from any Tree of Knowledge. How could you punish someone for learning right from wrong, especially when they didn't know right from wrong when they did it? It is a sin to punish someone for learning, and that is something only an imaginary God would do. Instead, your people should grow an orchard of those trees, and eat of that fruit as a staple of their diet. Because whether as a God or simply as a parent, your greatest hope for your children would be that they will know right from wrong, and rather than worship you, and remain under you, you want them to surpass you. You want them to ascend above you, and achieve wisdom beyond the gods.
Only accurate information has practical application, so it doesn't matter what you wanna believe. All that matters is why we should believe it too, and how accurate your perception can be shown to be. You can't just make up stuff in science like you can in religion because you have to substantiate everything, and you have to be able to defend it—even against peers who may not want to believe as you do. Be prepared to convince them anyway. It's possible to do that in science because science is based on evidence and reason. That means you must be ready to reject or correct whatever you hold true should you discover evidence against it.