The sentence contrasts 'novelty' and 'convention' and describes a new theory challenging established thinking. The blank must describe what novelty does — it introduces something new to fight tradition. Invention (creating something new) parallels 'novelty' and directly opposes 'orthodoxy'/'convention.' 'Imitation' would reinforce orthodoxy. 'Reaction' and 'dogmatism' don't convey new creative challenge.