Event workspace
Live Ceremony Leaderboard
Real-time, bias-adjusted standings for stage ceremonies and live hackathon broadcasts.
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Dry Harbour
Glass Beacon
Dry Harbour
Live Event Standings
Scores are continuously normalized to remove judge bias. Standings update live as judges file ballots and comparisons.
| # Rank | Tier | Project Title | Track | Adjusted Score | Raw Average | Judge Bias Shift | 95% Confidence Range | Ballots | Rank Move |
|---|---|---|---|---|---|---|---|---|---|
| 9 | 1 | Dry Harbour | trk_03 | <strong>4.112</strong> | 3.83 | +0.28 | 3.47 – 4.76 | 4 | - |
| 10 | 1 | Glass Beacon | trk_03 | <strong>4.085</strong> | 3.50 | +0.59 | 1.80 – 6.37 | 2 | ▲ +12 |
| 12 | 2 | Dry Harbour | trk_03 | <strong>3.806</strong> | 3.33 | +0.47 | 3.30 – 4.31 | 5 | ▲ +20 |
| 20 | 2 | Small Meadow | trk_03 | <strong>3.522</strong> | 3.56 | -0.03 | 2.95 – 4.10 | 3 | ▼ -4 |
| 28 | 2 | Deep Compass | trk_03 | <strong>3.095</strong> | 3.33 | -0.24 | 2.44 – 3.75 | 3 | ▲ +2 |
| 30 | 2 | Paper Anchor | trk_03 | <strong>3.085</strong> | 3.50 | -0.41 | 1.59 – 4.58 | 2 | ▼ -9 |
Understanding the Live Leaderboard (In Plain English)
Here is how Manak's mathematical fairness engine works, explained simply without confusing jargon:
What is an "Adjusted Score"?
Judges aren't robots. Some are strict and give 6/10 to great projects, while others are generous and give 9/10 to everything. If we only looked at raw averages, a team that drew harsh judges would lose unfairly. Manak measures each judge's personal leniency and normalizes all scores to a common, fair baseline.
What is a "Tier"?
Tiers group projects the fitted model does not separate at its chosen threshold. They describe limited evidence, not proof of equal quality. Review the model assumptions before deciding an award.
What does "Rank Move" (▲ / ▼) mean?
This shows how a project's standing changed after judge bias was removed. If a project jumped up (▲ +2), it means strict judges gave it low raw marks, and Manak restored the points they rightfully earned.
What is the "95% Confidence Range"?
These are model-based intervals, not a 95% probability of true quality. Coverage depends on sampling and model assumptions. More independent evidence can improve precision; correlated reviews can remain misleading.
Audit trail and ledger integrity
Can anyone secretly change a score? Absolutely not. Every single vote and decision is recorded into an append-only, SHA-256 hash-chained ledger. The fingerprint at the top changes if even one byte is altered.
Ceremony and projector ready
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Ceremony Controls & Verification Downloads
All data displayed on this screen can be independently inspected and verified offline.