Pith. sign in

Paper Citation Record · LEDGER

The PAV algorithm optimizes binary proper scoring rules

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:1304.2331.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1304.2331 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T09:40:56.883107Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-06-30T08:04:28.996530Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2ca90edc-d503-4bb8-8b98-a4de8041ea42 · inbound

PS-PPO: Prefix-Sampling PPO for Critic-Free RLHF cites this paper.

PS-PPO: Prefix-Sampling PPO for Critic-Free RLHF The PAV algorithm optimizes binary proper scoring rules

Reference 88

Resolution
verified exact
local_arxiv, observed 2026-06-30T08:04:28.997762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-30T07:36:39.835616Z digest=sha256:e342815d6d2f9945105ff5091d3ce4d3ac87f082f4ea20a1a0566595c62b1b1b

Observation 3524a81f-436f-4bcb-af9c-81d0fac156fd · inbound

PS-PPO: Prefix-Sampling PPO for Critic-Free RLHF cites this paper.

PS-PPO: Prefix-Sampling PPO for Critic-Free RLHF The PAV algorithm optimizes binary proper scoring rules

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-02T09:40:56.883107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T09:40:56.883107Z digest=sha256:d96ff0e815c60b4f6f4c24edd0062865fc00994c79f9f5f05ed474c4a2b4ba3d

Observation 41c96935-be1b-420a-b82d-b159a6b71d07 · inbound

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification cites this paper.

AMECxSV: Adaptive Metadata-Driven Embedding-Fusion Calibration for X-Lingual Speaker Verification The PAV algorithm optimizes binary proper scoring rules

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T20:47:00.176227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T20:47:00.176227Z digest=sha256:1c5fc6a055e71bca80de1799edf382b96b4f39e9c5373805f903ab37d4673622