Initial commit: Ten31 Signal Engine (ingest, scoring brain, corpus seeds)
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"""The scoring brain (build blueprint).
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Stats/geometry NOMINATE candidates; the frontier model only judges/expands a pre-filtered shortlist
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(§5.1). Every count that feeds a score routes through the independence primitive (EISC), never a raw
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source count (§4.5). Every scorer reads `visible_claims` (as-of filtered), never `claims` directly.
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"""
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