Unlike western powers, The Ottoman empire didn't use slavery and colonialism to create capital. Instead, it wanted slaves so that it could grow its military.
The west also made its goal to create a new world order while the Ottoman empire's goal was mostly revenue extraction. The British systematically deindustrialized India’s textile sector to turn it from a competitor into an exporter of raw cotton and an importer of Lancashire cloth. The Ottoman would opt for taxation instead of usurpation of an entire industry.
Scientific revolutions was already happening during the bronze age. The west simply leveraged existing systems while making use of violence and exploitation to rise to the top.