When setting base_url, this value configures resource scope to be the collection. The resource name will not include api version, project, or location. For example, if base_url is set to "https://aiplatform.googleapis.com", then the resource name for a Model would be "https://aiplatform.googleapis.com/publishers/google/models/gemini-3-pro-preview
Resource scope.