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gnus-button-*-level,
the more buttons will appear.  If the level is zero, no corresponding
buttons are displayed.  With the default value (which is 5) you should
already see quite a lot of buttons.  With higher levels, you will see
more buttons, but you may also get more false positives.  To avoid them,
you can set the variables gnus-button-*-level local to
specific groups (see section 2.10 Group Parameters).  Here's an example for the
variable gnus-parameters:
;; increase  | 
gnus-button-browse-level
gnus-button-url-regexp, browse-url, and
browse-url-browser-function.
gnus-button-emacs-level
gnus-button-handle-custom,
gnus-button-handle-describe-function,
gnus-button-handle-describe-variable,
gnus-button-handle-symbol,
gnus-button-handle-describe-key,
gnus-button-handle-apropos,
gnus-button-handle-apropos-command,
gnus-button-handle-apropos-variable,
gnus-button-handle-apropos-documentation, and
gnus-button-handle-library.
gnus-button-man-level
gnus-button-man-handler.
gnus-button-message-level
gnus-button-mid-or-mail-regexp,
gnus-button-prefer-mid-or-mail,
gnus-button-mid-or-mail-heuristic, and
gnus-button-mid-or-mail-heuristic-alist.
gnus-button-tex-level
gnus-ctan-url,
gnus-button-ctan-handler,
gnus-button-ctan-directory-regexp, and
gnus-button-handle-ctan-bogus-regexp.