Display Only Certain Category In a Custom Page Template

Not sure what $gogo_blog_text_no_posts is but you should be able to change this: 

$wp_query->query('posts_per_page=".$gogo_blog_text_no_posts."&paged='.$paged);

to 

$wp_query->query('posts_per_page=".$gogo_blog_text_no_posts."&paged='.$paged.'&cat=1');

See WP_Query Codex

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