Disagree completely. That crack wasn't about heat soak. You get a cold shut from moving too fast and not filling the joint, not from the steel thickness. Honestly, I'd bet the root pass was just too thin and it cracked from stress alone after it cooled. Seen it a hundred times. More heat just warps it, you need a better weld sequence.

Try adding a drop of direct dye next time.