Bias, a systematic deviation from the true value, represents a significant challenge to the integrity and reliability of scientific research. It manifests across all phases of the scientific process, from initial hypothesis formulation to data acquisition, analysis, and dissemination. While often discussed in theoretical contexts, bias has very practical and often quantifiable effects on …