DWTS Judge Score Re-Analyzer & Fairness Sandbox

Routine & Panel Settings

Guillermo Rodriguez

Raw Judges’ Scorecards (1–10)

Judge 1

Judge 2

Judge 3

Technical Execution (Footwork / Frame) 3.5

Strict ballroom fundamentals, posture, precision

Entertainment & Showmanship Value 9.2

Crowd engagement, energy, musicality, comedic timing

Audience & Ballroom Sentiment 9.5

In-studio cheering, social reaction, fan excitement

Judge Harshness Factor (Penalty Weight) 1.8

Multiplier for technical deductions (1.0 = neutral, >1.5 = punitive)

Cha-Cha-Cha / Novelty

Raw Judge Avg

4.3

Total 13 / 30

Adjusted Score

6.8

+2.4

Fairness Gap

+55%

Over-penalized

Official Panel Verdict

Critique uncalled for: entertainment premium outweighs minor technical deduction.

Scorecard Comparison: Raw vs Fair Rubric

Raw Scores Adjusted Target

Generated Critique Brief Summary

Contestant Guillermo Rodriguez: Adjusted score 6.8 (Delta +2.4 vs raw 4.3 average). Recommendation: Adjust judge penalty weight for novelty numbers.

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