Intuition and other forms of knowledge are stock quantities while calibration and instructions are types of flows which change the stock. I'd love to know if there a better word for learning through trial and evaluation than calibration.
How about training. Implies practicality. You can be trained or do your own training. Avoids the bad academic/factual associations of "teaching".
Calibration makes some sense to people that work with tools, but the word is a poor metaphor for honing our intuitions.
It is quite amazing how little of what we do or know is actually explicitly taught. I learnt the most in the sandpit.