A match-fixing allegation or ban can derail an athlete’s career—branding them with a stigma that threatens their livelihood and hard-earned reputation. These claims are now pursued with increasing urgency, often based on betting reports, statistical anomalies, and expert opinions. Yet, these tools are only as reliable as the evidence supporting them. Too often, the process
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