[docs] page refresh fixed, button type changed from submit to button

[PunitSoniME]

• [x] I have followed (at least) the PR section of the contributing guide.

Fixes #33851

Preview of changes - https://deploy-preview-33852--material-ui.netlify.app/material-ui/react-text-field/#customization

[mui-bot]

No bundle size changes

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