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18 changes: 17 additions & 1 deletion docs/source/adr/D38-neural-head-deferred-dataset-pack-pivot.rst
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ADR-D38: Defer neural-head champion; pivot to curated dataset packaging
=======================================================================

:Status: Accepted
:Status: Superseded
:Date: 2026-05-25
:Author: Francisco Miguel Pérez Canales
:Phase: F-DATA-PACK
:Superseded-by: the sealed board (:doc:`/results`), champion ``d8979601``
at ``f_micro_w`` 0.4063 on the leakage-free v227 to v230 frame (ADR-D40),
scored through the stacked meta-reranker (ADR-D43)

.. note::

Superseded on the champion designation. Decision point 2 below named the
binary-label LightGBM booster (``prostt5``, k=5, NK+LK Fmax 0.7291 on the
v226 frame) as the methodological champion reported in the thesis. That
designation is retired: the sealed champion is the learned k-WTA retrieval
encoder ``d8979601`` at ``f_micro_w`` 0.4063 on the leakage-free v227 to
v230 frame (ADR-D40), followed by the stacked per-category re-ranker
(ADR-D43). See :doc:`/results`. The neural-head DEFERRAL recorded here
(decision point 1) was also overtaken: the learned-encoder direction was
resumed and became that champion. The F-DATA-PACK deliverable (decision
point 3) shipped and stands. The record is retained for history.

Context
~~~~~~~
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