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<h1>Fair-Minded Observer Test Evaluates Judicial Impartiality by Examining Potential Bias Through Comprehensive Circumstantial Review</h1> A legal test for apparent bias focuses on whether a fair-minded observer would conclude there is a real possibility of bias in a tribunal. The assessment considers all relevant circumstances to determine if a judge might unfairly favor or disfavor a party. When potential bias exists, such as when a fellow justice is charged with an offense, alternative judicial arrangements like transferring the case or using a jury are recommended to ensure impartiality and maintain public confidence in the judicial process.