“LGF v5.3: Verified Dynamical Model and 52,410-Row Open Dataset”
收藏DataCite Commons2025-11-13 更新2026-04-25 收录
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https://figshare.com/articles/dataset/_LGF_v5_3_Verified_Dynamical_Model_and_52_410-Row_Open_Dataset_/30609770/2
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<b>The Language Gravitational Field (LGF) Model</b> is the first openly verifiable dynamical framework that explains civilizational collapse, ethical degradation, and systemic failure through a unified mathematical structure.This dataset contains <b>four synchronized documents (formal scientific note, bilingual edition, OSF-style preprint, and technical supplement)</b> demonstrating that LGF v5.3—refined into v7.Hellas—successfully stabilizes the previously divergent v5.2 model.Unlike traditional social or ethical theories, <b>LGF provides measurable variables</b>, a reproducible Jacobian stability test, and an explicit <b>Λ→0 convergence pathway</b>. These materials establish that civilizational fate is not deterministic; <b>ethical intervention (Ψ)</b> can shift system dynamics onto a stable trajectory.All computations, figures, and validation steps are fully reproducible.<br><b>All source code and the complete 52,410-row CSV dataset used for the LGF v5.3 verification are publicly released with this upload.</b><br>Nothing is hidden; every transformation and result can be independently checked.This work represents a <b>joint collaborative analysis</b> among<br><b>Heo Jeong-bin (Creator), GPT, GROK, and Gemini</b>,<br>marking one of the earliest fully transparent AI–human research collaborations.Readers are invited to verify every claim:<br>run the equations, inspect the Jacobian, and reproduce the system trajectory.<br><b>LGF is no longer a hypothesis.</b><br><b>It is a testable dynamic system.</b><br>Data Statement<b>This dataset mathematically verifies that LGF v5.3 converges to Λ=0 within 120 months, while v5.2 collapses catastrophically at t ≈ 0.4–0.5 months.</b><br><b>52,410 numeric points. Zero fiction. 100% reproducible.</b>
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figshare
创建时间:
2025-11-13



