Contagion flag #9 · 2026-07-08 21:54:43.401739+00:00

Addressing the Reality Gap: A Three-Tension Framework for Agentic AI Adoption

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cites X., Wei, Z., & Wen, J.-R, which carries a retraction notice . One-hop deterministic flag: the citation edge exists in the Pith bibliography graph; no model judged whether the citation was load-bearing.

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01Evidence

Raw extraction · bibliography line · bibliography index 54

https://doi.org/10.1057/s41599-025-04787-y Wang, L., Ma, C., Feng, X., Zhang, Z., Yang, H., Zhang, J., Chen, Z.-Y., Tang, J., Chen, X., Lin, Y., Zhao, W. X., Wei, Z., & Wen, J.-R. (2025). A survey on large language model-based autonomous agents. Frontiers of Computer Science . Advance online publication. https://doi.org/10.1007/s11704-024-40231-1 Wang, Y., Wei, Z., Wijaya, T. T., Cao, Y., & Ning, Y. (2025). Awareness, acceptance, and adoption of Gen-AI by K-12 mathematics teachers: An empirical study integrating TAM and TPB. BMC Psychology, 13 ,

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

https://doi.org/10.1057/s41599-025-04787-y Wang, L., Ma, C., Feng, X., Zhang, Z., Yang, H., Zhang, J., Chen, Z.-Y., Tang, J., Chen, X., Lin, Y., Zhao, W. X., Wei, Z., & Wen, J.-R. (2025). A survey on large language model-based autonomous agents. Frontiers of Computer Science . Advance online publication. https://doi.org/10.1007/s11704-024-40231-1 Wang, Y., Wei, Z., Wijaya, T. T., Cao, Y., & Ning, Y. (2025). Awareness, acceptance, and adoption of Gen-AI by K-12 mathematics teachers: An empirical study integrating TAM and TPB. BMC Psychology, 13

02Event

Type: Retraction
Source: Retraction Watch
Original DOI: 10.1057/s41599-025-04787-y
Notice DOI: 10.1057/s41599-026-07310-z
Date: —
Title: The effect of ChatGPT on students’ learning performance, learning perception, and higher-order thinking: insights from a meta-analysis
Reasons: ['Concerns/Issues about Article', 'Investigation by Journal/Publisher', 'Unreliable Results and/or Conclusions']
Work: X., Wei, Z., & Wen, J.-R (2025)

Schema constants (for re-runners): retraction · retraction_watch

03Dispute this flag

If this citation does not depend on the flagged claim, or the event is wrong, say so. Disputes are public. For a signed challenge against the paper itself, use the formal challenge form.