Load Amplifiers Testing Moderators of Population Allostatic Dynamics

Similar levels of compression sometimes produce very different outcomes. The PALI framework offers two explanations. The first, developed in ATI-PALI-03, is that populations differ in their capacity to recover. The second, developed here, is that some conditions act as amplifiers: they change how strongly compression is taken up as burden, or how long burden is retained, without being sources of compression themselves. In statistical terms, amplifiers are moderators. This paper defines amplification formally within the shared accumulation rule, fixes a list of four candidate amplifiers in advance, and specifies the tests each must pass to be admitted to the model. Candidates that fail are discarded and reported. One candidate, geomagnetic activity, is treated as explicitly exploratory and is kept isolated so that its result, either way, does not affect the standing of the core framework.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-04
DOI
https://doi.org/10.5281/zenodo.23961420
Primary Topic
Complex Systems and Dynamics
Type
preprint
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preprint

Load Amplifiers Testing Moderators of Population Allostatic Dynamics

Marcus Robinson
Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Dynamics
preprint

Load Amplifiers Testing Moderators of Population Allostatic Dynamics

Marcus Robinson
preprint en

Abstract

Similar levels of compression sometimes produce very different outcomes. The PALI framework offers two explanations. The first, developed in ATI-PALI-03, is that populations differ in their capacity to recover. The second, developed here, is that some conditions act as amplifiers: they change how strongly compression is taken up as burden, or how long burden is retained, without being sources of compression themselves. In statistical terms, amplifiers are moderators. This paper defines amplification formally within the shared accumulation rule, fixes a list of four candidate amplifiers in advance, and specifies the tests each must pass to be admitted to the model. Candidates that fail are discarded and reported. One candidate, geomagnetic activity, is treated as explicitly exploratory and is kept isolated so that its result, either way, does not affect the standing of the core framework.

Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Dynamics
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