Three fixed open-weight large language model (LLM) configurations each forecast how a recorded two-person negotiation ended, given only what the two persons brought to it (the items, both persons' private values or priorities and, in CaSiNo, the reasons they wrote beforehand) and nothing from the negotiation itself. Th...
Data-free method core of the article "Response-length confounding in participant–morpheme networks: A length-controlled test in AI ethics education" (Computers and Education: Artificial Intelligence, 2026, 100685). The archive contains the closed-form counter of the six bipartite subgraph configurations and the shared-...
Tengfei Shao, Xu Wang, Shenglei Li et al.· Zenodo (CERN European Organi...· 0 citations
Code, result files, derived integer-count tables and figures for a comparison of seven word lists used to estimate generative-AI-assisted writing, applied under identical rules to the English abstracts of 25 Japanese society journals and to PubMed (a random sample of 20,000 abstracts per year, 2010-2025, and the PubMed...
Tengfei Shao· Zenodo (CERN European Organi...· 0 citations
Code, result files, derived integer-count tables and figures for a comparison of seven word lists used to estimate generative-AI-assisted writing, applied under identical rules to the English abstracts of 25 Japanese society journals and to PubMed (a random sample of 20,000 abstracts per year, 2010-2025, and the PubMed...
Tengfei Shao· Zenodo (CERN European Organi...· 0 citations
This package reproduces the analyses, cached null ensembles and figures of "Auditing bipartite motif interpretations: a worked example with conservation checks and open-path decomposition" (Tengfei Shao, submitted to PeerJ Computer Science, 2026). It contains the typed bipartite motif counting operator and three indepe...
Tengfei Shao· Zenodo (CERN European Organi...· 0 citations
This package reproduces the analyses, cached null ensembles and figures of "Auditing bipartite motif interpretations: a worked example with conservation checks and open-path decomposition" (Tengfei Shao, submitted to PeerJ Computer Science, 2026). It contains the typed bipartite motif counting operator and three indepe...
Tengfei Shao· Zenodo (CERN European Organi...· 0 citations
This package reproduces the analyses, cached null ensembles and figures of "Auditing bipartite motif interpretations: a worked example with conservation checks and open-path decomposition" (Tengfei Shao, submitted to PeerJ Computer Science, 2026). It contains the typed bipartite motif counting operator and three indepe...
Tengfei Shao· Zenodo (CERN European Organi...· 0 citations
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