The problem was in the property I used to declare the response URI :

Calendar.Events.Watch watched = calendar.events().watch(
                "primary",
                new Channel()
                        .setId(uuid)
                        .setType("web_hook")
                        .setAddress(uri.toURL().toString())
        );

Notice the change : setAddress(uri) instead of setResourceUri(uri)