It's said it's still very difficult to get a visa. If you came earlier, you may have a chance. But now... They usually require you to stay in Canada for more than half a year. I am of the same situation as you do. I landed in June, I never applied for a visa before, I got a fellowship, but I am still waiting until July to test my luck!!!