TAU = 0.85 is the redundancy cutoff on the Spearman max|ฯ| "orthogonal-today" metric (โค0.85 orthogonal ยท 0.85โ0.95 WATCH ยท >0.95 BAN). Is 0.85 a derived, calibrated number, or is it policy? Required trust basis: a ground-truth anchor (the only basis that can back a redundancy cutoff).
Synthesised from the committed SPIKE-2026-06-16-RECONFIRMATION.md ยง4 (the empirical redundancy distribution on fresh crypto data) + STATUS-GROUNDING-AND-THRESHOLDS.md (threshold trust-basis ledger) + calibrate_prcp.py (the matched-null derivation harness). No new measurement โ leakage_guard.py N/A.
| Claim | Value / status | Trust basis |
|---|---|---|
| Empirical redundancy distribution (3,344 feature-cells, fresh crypto) | median 0.991; mass <0.85 = 27%, 0.85โ0.95 = 9%, >0.95 = 64% (43% โฅ 0.999, duplicate-like) | Committed SPIKE-2026-06-16 (capped, read-only --readonly=2, leakage gate PASS) |
| Is there a void / plateau band at 0.85? | No. Density rises monotonically toward 1.0 โ bins 0.80โ0.95 = 91 โ 110 โ 198 โ 2141. 0.85 sits in no natural gap. | Same SPIKE histogram โ the void-band/plateau test the cutoff would need to be derived from |
| Is TAU=0.85 derived? | No โ it FAILS the void-band test โ it is POLICY. | A derived cutoff needs a real density void to separate "redundant" from "orthogonal"; on this compressed scale (median 0.991) none exists, so 0.85 is an un-nulled human choice. |
Is the 0.95 BAN derived? | Yes โ ground-truth-anchored. | Anchored to exact duplicates (ฯ = 1.0) + the production legacy ban-list; this anchor is the kind of basis 0.85 lacks. |
RESOLVED โ TAU=0.85 cannot be derived from the data as it stands; it stays POLICY.
0.95 BAN โ it is ground-truth-anchored and stands.This does not derive a new TAU and does not change the 0.95 BAN. It certifies that 0.85 is policy (un-nulled) and names the only derivation that would make it principled. No metric is promoted to a gate; the Spearman max|ฯ| policy lines are unchanged and remain distinct from any descriptive Pearson values reported elsewhere.
| Guard | Evidence |
|---|---|
| ClickHouse READ-ONLY (R1) | Read-only access present (--readonly=2); no query required โ synthesis of the committed SPIKE-2026-06-16 result (0 queries, 0 writes). |
| Resource cap (R2) | No compute envelope launched. Box well under the load1 โค 24 watchdog. |
| Leakage discipline (R7) | No new measurement โ leakage_guard.py N/A. The redundancy distribution inherits SPIKE-2026-06-16's committed leakage-PASS. |
| Write surfaces (R3) | Only this dashboard folder + PR #543 body. The info-loss-budget derivation was NOT built (out-of-surface) โ operator. |