PLAYERS WITH FEEDBACK
Click a player row to drill into their individual votes below.
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RAW VOTES
All votes across all players, newest first. Click a player above to filter to just them.
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⚙️ AUTO-APPLY MODE
ON: recalibrations apply automatically on every vote that hits threshold. OFF: recalibrations are staged below as suggestions for you to review and approve.
📋 PENDING SUGGESTIONS
Recalibrations waiting for review. Most suspicious (lowest substantiation score) appear first.
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🎯 VOTER RELIABILITY
Voters whose past votes have been reversed by admins drop in trust. Lowest trust shown first.
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📜 RECALIBRATION HISTORY
Recent applied recalibrations. Click REVERSE on a row to undo it — every contributing voter's trust score drops.
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⚠️ RECENT CORRECTIONS
Recalibrations that were later partially or fully reversed within the player's 5-game followup window. Newest first.
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🩺 PLAYER STABILITY
Players with the lowest stability scores — most likely to need GAFFA review on future moves. Only players with ≥1 applied recalibration appear here.
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📏 OVR RUNG SPACING
Bins games by the absolute predicted OVR-sum gap, reports the avg actual fairness-slider magnitude per bin. If the algorithm's OVR rungs are evenly spaced, average slider should grow linearly with bin. Excludes admin-marked-unfair.
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⚖️ VARIANCE vs EVEN SPREAD
For games we predicted balanced (|gap| < 3 OVR), bins by how different the two teams' internal OVR variance was, reports the avg actual unfairness. Tells us whether 86+86 teams outperform 90+82 of the same total.
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📊 RECENT EXPERIMENTS
Most recent system-generated games with predicted-vs-actual side-by-side. Direction-correct ✓ means the algorithm's predicted-stronger-team matched the slider's sign.
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🔍 FINE-TUNE INTENT
Tracks every admin fine-tune edit + detects player-pair patterns. When a pair co-occurs on the same team in ≥75% of ≥4 edited games, a BFF suggestion appears on both players' profiles. Opposite-team co-occurrence → Rival suggestion. Repeated player avoid-clicks → Rival suggestion to the clicker. The engine runs on-demand via the button below.
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🔝 TOP PENDING SUGGESTIONS
Highest-confidence pending suggestions across all players. These haven't been accepted or dismissed yet.
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🛠️ BACKFILL
One-shot: pull historic completed games (no draft_memory / no vs_external / no venue_clash) into the experiments table. Idempotent — only adds rows for games not already recorded. Safe to run anytime.