Will thermocouples sharing a common wire create inaccuracies during measurement?
if any of the junctions is in a temperature gradient it will influence the reading seen on more distant junctions. Junctions should be evenly heated - this includes any heat conducted in via the constantan wire.

if multiple copper wires are passing current at the same time resistance in the constantan will skew the results. read the junctions one at a time.