The issue you are seeing likely relates to the fact edison only delivers 3mA on all IO pins. Likely your i2c sensor doesn't quite follow the spec and so is causing issues. We've had more success at 3.3V than at 5V with such sensors, I'd recommend you switch the J9 jumper to position 2-3 which will switch your IO to 3.3V.
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