Birhane, Kalluri, Card, Agnew, Dotan & Bao, “The Values Encoded in Machine Learning Research,” FAccT 2022

Source SRC-SL-BIRHANE-ET-AL-VALUES-FACCT-2022

Open the original (arXiv; link checked 2026-10-19)

Type of source: Peer-reviewed conference paper
Institutional position: Independent academic (with a Mozilla Foundation fellow)

Version

This is the current version, v1.0. Earlier versions stay available, and their records never change.

Versions: v1.0 · current

Claims that cite this source

In 100 highly cited NeurIPS and ICML papers, the share with ties to large… Claim LD08-SL-C04 (v1.0)

Raw record: coded values of this source record

Source class (bibliographic): PEER_REVIEWED_CONFERENCE_PAPER
Source-level roles: none
Visibility: PUBLIC_REFERENCE
Registry section: none
Registry “Linked claim” (logical Claim identity; never a pinned version): LD08-SL-C04
Cited in field 6 of: LD08-SL-C04--v1.0

Research-of-record provenance

Materialized by sociolens-materializer 0.6.0 at 2026-09-28T20:00:00.000Z; normalization contract SocioLens — Claim Value Vocabulary v1.0.2 — Pre-Spike Materialization Contract (v1.0.2). Content seal SHA-256 6c59dc01768ea70cee075c92e56807d50ad7ea9cf64ae23f6f49dbd60d2cb146.

Repository-authored inputs (not Drive exports)

SocioLens claim — LD08-SL-C04 v1.0 (v1.0) — written in the SocioLens repository by Project Lead (Claude, AI) on 2026-10-16; no Drive identity exists. Authority: AGENTS.md "Authority" (the Project Lead decides research content within the research-integrity rules) and the Owner's choice in the SocioLens project chat on 16 October 2026 to build the LD-08 debate; a new Claim, first version, written from the project's LD-08 source notes, checked against full texts, official web pages or official abstracts. Block “ENTRY 04 — LD08-SL-C04” SHA-256 f8c662fa8e09ca77422c531946e9257c62d6d8e4a4d295fdaf98ff72602733f6; fixture fixtures/authored/claims/LD08-SL-C04--v1.0.

Builder decisions (not Drive data)

VERSION = v1.0 — basis: First SocioLens materialized record for this Source identity; no predecessor record exists (Publication System Amendment v1.2 §4). SocioLens Source-record version, not the external source's edition, revision or version of record.
CURRENT_POINTER = true — basis: Publication System Amendment v1.2 §4: the sole SocioLens record version for this Source identity; the materialization manifest explicitly designates SRC-SL-BIRHANE-ET-AL-VALUES-FACCT-2022--v1.0 current.
VISIBILITY = PUBLIC_REFERENCE — basis: Explicit public provenance selection by LD08-SL-C04--v1.0 (explicit version-pinned public provenance of this ClaimVersion (Amendment v1.2 §6): the pinned field-6 Source record "Birhane, Kalluri, Card, Agnew, Dotan & Bao, “The Values Encoded in Machine Learning Research,” FAccT 2022".) (Amendment v1.2 §4, §6).