A thermometer against the wall doesn't have free airflow, is typically higher than 1.5 metres above the groud, and may or may not be in the shade; all these will typically account for more error compared to standard conditions (typically provided by a Stevenson screen https://en.wikipedia.org/wiki/Stevenson_screenhttps://en.wik...) than miscalibration.