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Record W7084674103 · doi:10.5281/zenodo.17272499

(Part VI-part 2) Multiscale Numerical Invariants and Fractal Properties of the Genetic Code: Internal Constraints and Multiscale Packet Distributions Revealing a Universal Grammar

2025· other· en· W7084674103 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typeother
Languageen
FieldImmunology and Microbiology
TopicMacrophage Migration Inhibitory Factor
Canadian institutionsnot available
Fundersnot available
KeywordsFractalMerge (version control)Coding (social sciences)Sequence (biology)Lattice (music)Universal lawCode (set theory)Basis (linear algebra)

Abstract

fetched live from OpenAlex

Note: The present work has been deposited on Zenodo, HAL (technical record for timestamp), and Archive.org. Copyright protection has been registered in several countries. These deposits establish proof of authorship and priority. Please cite accordingly. + peer review in progress. Data are available on this link: https://zenodo.org/records/17306204 Abstract : Following the first study entitled “Multiscale Numerical Invariants and Fractal Properties of the Genetic Code: A Combinatorial and Atomic Analysis” (under editorial and peer review process), this second part deepens the investigation by exploring the hypothesis of a quaternary code. The numerical invariants previously identified reappear as expected, but now interlock directly within the codon matrix, revealing a structural continuity marked by the recurrent emergence of specific constants [1, ≈96-97, 128]. The analysis of packet groupings highlights two complementary signatures: a truncated triangular progression [1, 3, 6, 9], related to Pascal’s triangle and the sequence of triangular numbers, and a descending stepwise law [5, 4, 3, 2, 1] observed in the quaternary code and further extended to duplets and bases. These regularities express a broken fractal symmetry, in which a universal combinatorial law is modulated by an internal constraint perceptible from subatomic particles to the quaternary code itself. This organization recalls the electronic quantization in atoms, where electrons distribute into successive shells [s, p, d, f] according to precise multiplicities [1, 3, 6, 10…], reflecting the same logic of stepwise growth and intrinsic limitation. Finally, this recurrence opens a new perspective in exobiology: it suggests that the identified numerical grammar could constitute a universal signature of life, extending beyond Earth, and may serve as a criterion to anticipate alternative genetic codes in other planetary environments. Above all, these findings reinforce the notion that life is not a product of chance, but a recurrent mathematical organization of matter — a universal transition of information, as suggested by many authors (2, 3, 4, 5, 6, 7). These observations align with the works of Wheeler (1990), Prigogine & Stengers (1984), and Chaitin (2012), who considered life not as a random occurrence but as a recurring mathematical organization of matter governed by the circulation and transformation of information. They also resonate with the hypotheses of Kauffman (1995) and Davies (2019), according to which life necessarily emerges from a universal principle of self-organization embedded in the very dynamics of the cosmos. Complete Primary Data, Computational Materials and Bibliography Kayser-Cuny, V. (2025). Meta-Genesis. Towards a Biology without Matter, based on Pure Logic. Multi-Scale Numerical Invariants and Fractal Properties of the Genetic Code (Abstract and compilation). Zenodo. https://zenodo.org/records/17525084 Kayser-Cuny, V. (2025). (Part 1) Multi-Scale Numerical Invariants and Fractal Properties of the Genetic Code: A Combinatorial and Atomic Analysis. Zenodo. https://zenodo.org/records/17068843 Kayser-Cuny, V. (2025). (Part 2) Multiscale Numerical Invariants and Fractal Properties of the Genetic Code: Internal Constraints and Multiscale Packet Distributions Revealing a Universal Grammar. Zenodo. https://doi.org/10.5281/zenodo.17272500 Kayser-Cuny, V. (2025). (Part IV-part 3) Multi-Scale Numerical Invariants and Fractal Properties of the Genetic Code: A Unified Theory of Biological Information, from Stars to Codons. Zenodo. https://doi.org/10.5281/zenodo.17370443 Kayser-Cuny, V. (2025). (Part VI-part 3) Multi-Scale Numerical Invariants and Fractal Properties of the Genetic Code: Data Availability [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17306204 Kayser-Cuny, V. (2025). Data Availability Part 2 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17368936 Kayser-Cuny, V. (2025). (Part III) The Mirror-Twin Paradox: A New Approach to DNA Understanding the Implications of an Inverted Genome and Its Applications in Molecular Genetics, Neuroscience, and Medicine. Zenodo. https://doi.org/10.5281/zenodo.15390489 Kayser-Cuny, V. (2025). Meta-Genesis. Towards a Biology Without Matter. From Boolean Algebra to the Expansion of Life: Binary Arithmetic and Multi-Dimensional Projections of the Genetic Code. Zenodo. https://doi.org/10.5281/zenodo.17494922 The author 2023: Elected Fellow of the Linnean Society of London (Biology);2023: Elected Fellow of the Royal Anthropological Institute of Great Britain and Ireland;2024: Elected Full Member of the Genetics Society;2025: Affiliate Member of the Royal Society of Chemistry. Molecular geneticist by training, with specialization in particle physics, chemistry of Life, paleogenetics/evolutionary genetics, and astro/exobiology. Accepted for 2026 in a post-graduate program in molecular cytogenetics at a medical school. Academic and research trajectory spanning Canada, the United States, France, and Switzerland (Educational Outreach Internship at CERN, 2018).

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.633
Threshold uncertainty score0.989

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0120.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.216
Teacher spread0.197 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it