How to minimize the number of insertions?

The example above showcases what I'm trying to do: the first line has two insertions ("very", "correct and"), while the second line only has one insertion ("and correct"). Is there a parameter I could use to penalize gap opening? That way, the first example would have a single insertion "very and correct"