Yes, I'm quite certain it happens accidentally during phone scrolling (in fact, I have seen it happen while scrolling). It's certainly bad UX, but considering I haven't seen such UI sensitivity elsewhere, part of me wonders how intentional that is. I don't believe likes are entirely made up by LinkedIn, though.
