While the team is just one point above the relegation zone – and the recent Copa del Rey elimination at Mestalla against a depleted Athletic Bilbao - the board has not altered their official stance.
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Gourlay said: “The manager is always the easy target.
“I take full responsibility as a representative of the club. It’s not just about the manager or the players. We are all responsible. This club needs stability by following and charting this course."
Asked about both his and Corberan's positions, the former Chelsea chief added: "The coach is our coach and will continue to be. And my role is to continue here as well.
"Yes, I will see this project through to the end. Pressure will not deter me from my path."