No, unless you made some tool purchases that really ****, that should be at 0 when not connected. Not sure it matters, haven’t paid attention to the scales on mine in 35 years.
On some gauges you can simply pull the needle off and put it back on in the correct position.
On other gauges you need a needle puller to avoid damaging the internal mechanism.
On some more expensive gauges there may be a zero adjustment.
If you reset the needle, you still need to check it against a known accurate gauge
You'll never have absolute accuracy with that gauge, and for its intended use, ballpark accuracy is all that's needed. The fact that the zero mark is so wide confirms this.