The BSCI certification in the context of apparel refers to the Business Social Compliance Initiative. It is a voluntary program that aims to improve working conditions and promote social compliance in the global supply chains of textiles, clothing, and other consumer goods. BSCI provides a common framework and methodology for companies to assess and monitor their suppliers' social performance.