Laravel how to use model scope method inside join query

i want to use scope method inside join subquery so is there any way I can do that in laravel?

Post Model

    public function scopePublished($query)
    {
        return $query->where('published',true);
    }

Now I want to join user table with post table but in join I want to use this scope method directly but its giving me error.

Users::join('posts',function($q){
    $q->on('posts.user_id','users.id');
    $q->published();

})->get();

So is there any way I can use scope directly inside join subquery ?

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