The 10-Case Challenge: Can You Pass Your Own Bias Audit, Judge?

Judicial Accountability · By Gale McArthur · 2026-03-27 · 9 min read

We challenge every Washington family court judge to audit their last 10 custody rulings. The patterns might surprise you. (Or confirm what families already know.)

Here's a thought experiment for the bench: What if someone audited your last 10 custody rulings the way you'd want your own case handled?

Would the patterns hold up? Or would they reveal something uncomfortable? 🔍

Doctors audit their outcomes. Pilots review their logs. It's time for judges to look in the mirror.

🏆 The 10-Case Challenge

Pull your last 10 contested custody cases. Then answer honestly:

Part 1: GAL Reliance

| Question | Your Count (0-10) | |---|---| | Cases where you adopted the GAL recommendation | ___ | | Cases where your ruling significantly differed from the GAL | ___ | | Cases where you questioned the GAL's methodology on the record | ___ | | Cases where you independently verified the GAL's factual claims | ___ |

If your adoption rate is above 8/10: You might not be judging. You might be ratifying. 📝

Part 2: Gender Patterns

| Question | Your Count (0-10) | |---|---| | Cases where the mother received primary custody | ___ | | Cases where the father received primary custody | ___ | | Cases where you used the phrase "high conflict" | ___ | | Cases where you identified coercive control | ___ |

Washington data shows mothers receive primary custody in approximately 68% of contested cases, but fathers who are the subject of DV allegations receive primary or 50/50 custody in 42% of those cases. Is your courtroom following the data — or defying it?

Part 3: Timeline Accountability

| Question | Your Average | |---|---| | Days between hearing and ruling | ___ days | | Cases with rulings within 30 days | ___/10 | | Cases with rulings exceeding 60 days | ___/10 | | Cases where delay was explained on the record | ___/10 |

If your average exceeds 45 days: You are contributing to toxic stress in children. That's not editorial — that's neuroscience.

📊 What the Statewide Data Shows

We've tracked patterns across Washington's family courts:

| Pattern | Statewide Average | |---|---| | GAL recommendation adoption rate | 87% | | Cases labeled "high conflict" vs. "coercive control" | 7:1 ratio | | Average ruling delay | 52 days | | Modification filings within 2 years | 34% | | Pro se parent losing to represented parent | 73% |

That last stat deserves a moment: 73% of the time, the parent without an attorney loses. In a system designed to serve "the best interest of the child," income level shouldn't predict outcomes — but it does. 💰

🎯 Why This Matters

Doctors audit surgical outcomes. Pilots review flight data. Engineers study bridge failures.

Judges? Judges get lifetime appointments and quasi-divine immunity and somehow the idea of self-assessment is radical.

It's not radical. It's professional accountability.

🔔 The Public Accountability Layer

We're building the data infrastructure to make these patterns visible:

• County-by-county GAL adoption rates
• Judge-level ruling timeline data
• Gender outcome patterns by courtroom
• Modification rates as a proxy for ruling accuracy

This isn't about attacking judges. It's about the same transparency that every other profession takes for granted.

💡 Take the Challenge

If you're a judge reading this:

1. Pull your last 10 cases — Do the audit privately 2. Be honest about patterns — If you always agree with the GAL, ask why 3. Track your timelines — Set a personal 30-day standard 4. Welcome scrutiny — Transparency builds trust; secrecy erodes it

The families in your courtroom already know the patterns. The question is: Do you?

Access county transparency data at www.galeregistry.com.