If education is anything like it was in my school years, I wonder if children are actively discouraged from pursuing science by educators that find the subject difficult or impractical to teach within their provided constraints.
I have a very clear memory of an after-school workshop I attended in early high school to prepare students for the ACT, a college entrance exam that was common in that time and place. This exam tested students on math, English, reading, and science reasoning. When it came time for the teachers to provide advice on science reasoning, they basically told the students to not bother, and just guess as best they can. I was completely floored at this extraordinarily defeatist attitude. Sure, this school had science classes, but they mostly taught science memorization (what does ATP stand for?) and not science reasoning.