Can I get arrested for not appearing in court over a civil matter

You could theoretically be held in contempt and arrested, but that is very unlikely.  The bigger problem is that you may lose your case on default and have a judgment entered against you for the full amount of the claim.  That judgment can be enforced against you by garnishing your wages, auctioning your assets, etc.