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The DAG's dbt --select list predates the official-KS4-nationals stream, so the extract loaded raw.ees_ks4_national but the staging model and fact_ks4_national_averages were never rebuilt — staging kept serving the old computed means after the DAG run. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_0146VHeLAWjDVE2B5uU67jCB