Scientific advice is increasingly used to inform policy. However, when the stakes are high, time is short and uncertainty looms, scientists are often guided more by their intuition than by knowledge. A new study shows that intuitive judgments can substantially influence policy advice – for example, in the setting of fishing quotas. While this is not necessarily detrimental, more transparency around this is desirable.