It sounds as though your battery calibration is out to me.
Charge your battery (phone on) to 100%, turn off, pull the battery and wait at least three minutes. Replace the battery and switch on. This should sort it.
Samsung Galaxy Note 3 SM-N9005
ROOTED STOCK FIRMWARE PHILZ TOUCH RECOVERY
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