Private preview. Not published and not indexed.

Source SRC-SL-MILLER-ET-AL-ICSE-2026

Miller, Choudhuri, Ulloa et al., “‘Maybe We Need Some More Examples:’ Individual and Team Drivers of Developer GenAI Tool Use,” Proceedings of ICSE 2026

No checked link to the original yet. Use the reference above to find it.

Source class (bibliographic)
PEER_REVIEWED_CONFERENCE_PAPER
Source-level roles
none
Institutional position
Mixed
Visibility
PUBLIC_REFERENCE
Registry section
—

Version

Current version v1.0, resolved through the explicit current pointer SOURCE--SRC-SL-MILLER-ET-AL-ICSE-2026.

Versions:v1.0 · current

Linked Claims

Registry “Linked claim” (logical Claim identity; never a pinned version): LD03-SL-C09.

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 d5ee9c4e7d2a529501d42d8c2edc1097aceec0afeaf6d3e612de44741d7d3564.

Repository-authored inputs (not Drive exports)

  • SocioLens claim — LD03-SL-C09 v1.0 (v1.0) — written in the SocioLens repository by Project Lead (Claude, AI) on 2026-10-15; 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 15 October 2026 to build the LD-03 debate; a new Claim, first version, written from the project's LD-03 source notes, checked against full texts or official abstracts. Block “ENTRY 09 — LD03-SL-C09” SHA-256 c30feeeeebdc7851075967ca25d88e990e6151b759d8a5c5175a0cf1f972db06; fixture fixtures/authored/claims/LD03-SL-C09--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-MILLER-ET-AL-ICSE-2026--v1.0 current.
  • VISIBILITY = PUBLIC_REFERENCE — basis: Explicit public provenance selection by LD03-SL-C09--v1.0 (explicit version-pinned public provenance of this ClaimVersion (Amendment v1.2 §6): the pinned field-6 Source record "Miller, Choudhuri, Ulloa et al., “‘Maybe We Need Some More Examples:’ Individual and Team Drivers of Developer GenAI Tool Use,” Proceedings of ICSE 2026".) (Amendment v1.2 §4, §6).