If there is something stuck between the pad and rotor, you would most likely hear it at all times. That space is fairly small. Also, it looks like you have three marks. Would be hard for three different pieces of debris to be there. Looks most likely your pad is the culprit.
If you don't hear it at all times, it seems like a problem with the pad scoring the rotor. Which the dealer would have to replace.
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