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spb/wp29_uqo

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1# Log2- 2026-10-30 P0: read TASK.md, wrote contract.3- 2026-10-30 P1: audited data; README discrepancy on 1992-01 values noted; exclusion ledger written by analysis.py.4- 2026-10-30 P2: baselines naive & expanding mean computed in analysis.py (same 60 origins, same error metrics).5- 2026-10-30 P3: ridge implemented exactly per spec (expanding standardisation, λ=50, no seed needed). Added DM tests (HLN) as uncertainty measure.6- 2026-10-30 P4: verification checks all passed; gate run.7- 2026-10-30 P4 passed (gate receipt 20261030T041133); P5: report and claims written; final gate run.8
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