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Default to gated dwell-regret ranking - #44

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cmdr-chara wants to merge 1 commit into
xai-org:mainfrom
cmdr-chara:codex/satisfaction-ranking-objective
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Default to gated dwell-regret ranking#44
cmdr-chara wants to merge 1 commit into
xai-org:mainfrom
cmdr-chara:codex/satisfaction-ranking-objective

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Summary

  • change the default value-model mode from weighted to the existing gated_dwell_regret path
  • use the existing gate to choose between weighted ranking and dwell/positive-action/negative-feedback scoring
  • retain explicit weighted rollback and automatic weighted fallback for invalid/closed gate configuration
  • add tests for negative-feedback dominance, sustained dwell, positive actions, and default routing

Scope

This does not claim to optimize surveys, retention, session outcomes, or unavailable long-term labels. It only changes how existing per-post prediction heads are combined; request-relative normalization and the gate are documented.

Verification

  • independent audit approved gate, fallback, rollback, score math, tests, and docs
  • rustfmt --edition 2024 --check on modified Rust files
  • git diff --check / git show --check

When the gate opens, MPN scoring is intentionally disabled as in the existing dwell-regret path; its checked-in default is already false. The public home-mixer subtree has no build manifest, so Rust tests could not run locally.

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