I've never tried it, but I'm almost certain my bank would block the transaction -- either for authorization by SMS (if the Bitcoin-selling site supports this), or by denying it until I phone the bank myself.

I think this would be normal for most European cards. I was surprised not to see a separate price for EMV / no-EMV cards in the table.