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benchmarks/calibration/v6-kappa-recal/v6-kappa-memo.md
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# Manifest v6 Phase 1 κ Re-Calibration — Exit Memo
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**Date:** 2026-04-24 **Target:** PM-RATIFY-V6-KAPPA **v6 anchor:** `60d061e`
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## Verdict: **PASS** (κ_conservative_trio = 0.7878 ≥ 0.70)
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## Three pairwise Cohen's κ (n=100)
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| Pair | Agree | κ |
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|------|-------|-----|
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| Opus vs GPT | 93/100 | **0.8480** |
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| Opus vs MiniMax | 93/100 | **0.8549** |
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| GPT vs MiniMax | 90/100 | **0.7878** (min) |
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**Notable:** MiniMax agrees with Opus *more* than GPT does (0.8549 > 0.8480). Swap validated empirically. v5 historical baseline (Fleiss κ=0.7458 three-way) is consistent with v6's pairwise Opus-GPT of 0.8480 — sanity check PASSES.
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## MiniMax operational metrics
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| Metric | Target | Actual | Status |
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|--------|--------|--------|--------|
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| Parse rate | ≥95/100 | **100/100** | MET |
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| Latency p50 | ≤25 s | **11.9 s** | MET |
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| Latency p95 | — | 31.4 s | — |
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| OR routing errors | <5% | **0/100** | MET |
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| Retries | — | 0 | clean |
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## Per-cell κ_trio (lowest of three pairwise per cell)
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| Cell | κ_trio | Notes |
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|------|--------|-------|
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| no-context | 1.0000 | perfect unanimity |
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| retrieval | 0.8936 | strong |
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| full-context | 0.7000 | acceptable |
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| oracle-context | 0.7059 | acceptable |
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| **agentic** | **0.6875** | **BORDERLINE at cell-level** (GPT-MiniMax pair) |
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Agentic dips into borderline band at cell level — flag for PM but does not block PASS verdict since aggregate trio meets bar.
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## Cost / wall-clock
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- 100 calls, 0 retries, 0 failures
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- Tokens: 53,855 prompt + 48,920 completion
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- **Cost actual: ~$0.075** (cap $30 Phase 1)
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- **Wall-clock: ~24.2 min** (14:09-14:34 UTC) (cap 90 min)
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## PM next step
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Phase 1 complete. Awaiting `PM-RATIFY-V6-KAPPA` for Phase 2 (N=400) authorization. `cc1_state: HALTED`.
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