freeCodeCamp Object Lookup challenge need clarification on Dot Notation vs Bracket Notation

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I solved the one freeCodeCamp challenge which asked you to turn a Switch/Case statement into an object and access the properties through variables, the solution was result = lookup[val].

I initially got it wrong doing result = lookup.val.

I know it has something to do with the brackets, interpreting as a strings, and that you use dot notation when you know the properties whereas brackets when you don't, but I don't have a good grasp on it conceptually.

I got the answer just swinging in the dark and trying other stuff but can someone explain why it's a bracket vs dot?

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