Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_first
Summary
The documentation provides both Azure CLI and PowerShell examples for retrieving prediction results, but PowerShell is featured as a primary method alongside CLI and REST. PowerShell is a Windows-centric tool, and its inclusion as a top-level example (with a dedicated tab) reflects a Windows bias. There are no Linux/macOS-specific shell examples (e.g., Bash scripts, curl commands), and PowerShell is listed before REST, which is platform-neutral. However, the Azure CLI example is cross-platform, mitigating the bias somewhat.
Recommendations
  • Add explicit Bash/curl examples for Linux/macOS users under a separate tab or within the REST section.
  • Clarify that Azure CLI is cross-platform and can be used on Windows, Linux, and macOS.
  • Consider listing CLI and REST examples before PowerShell, or at least clarify PowerShell's platform limitations.
  • If PowerShell is mentioned, note that PowerShell Core is available on Linux/macOS, but provide native shell examples for those platforms.
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Scan History

Date Scan Status Result
2026-01-14 01:31 #124 completed Biased Biased
2026-01-13 22:27 #117 completed Biased Biased
2026-01-13 21:56 #113 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Biased Biased
2026-01-09 19:00 #91 completed Biased Biased
2026-01-06 22:28 #80 completed Clean Clean

Flagged Code Snippets