param_override (str): Optional JSON object selecting one label per option
group, e.g. {"effort": "high"}. The matching patch is deep-merged into the
returned parameters. Unknown groups, unknown labels, and malformed values are
ignored, so a stale selection returns the stored parameters rather than an
error. Omit it to receive parameters exactly as stored.