Citation notice #91 · 2026-07-11 03:18:48.081898+00:00

Attractor States Emerge in Multi-Turn LLM Conversations

Expression of concern Crossref Open

cites Costello and Gordon Pennycook and David G, which carries a expression of concern notice dated 2026-06-11. One-hop deterministic notice: the citation edge exists in the Pith bibliography graph; no model judged whether the citation was load-bearing.

This is not a judgment on the citing paper.

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01Evidence

Raw extraction · bibliography line · bibliography index 56

Thomas H. Costello and Gordon Pennycook and David G. Rand , title =. Science , volume =. 2024 , doi =. https://www.science.org/doi/pdf/10.1126/science.adq1814 , abstract =

Parser render (TeX stripped for reading; raw above is the evidence)

Thomas H. Costello and Gordon Pennycook and David G. Rand, title =. Science, volume =. 2024, doi =. https://www.science.org/doi/pdf/10.1126/science.adq1814, abstract =

02Event

Type: Expression of concern
Source: Crossref
Original DOI: 10.1126/science.adq1814
Notice DOI: 10.1126/science.aej2383
Date: 2026-06-11
Title: Editorial Expression of Concern
Reasons: ['Expression of concern']
Work: Costello and Gordon Pennycook and David G (2024)

Schema constants (for re-runners): expression_of_concern · crossref

03Dispute this notice

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