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The MODES Toolbox: Measurements of Open-Ended Dynamics in Evolving Systems.

Paper summary

MODES proposes measurements of change, novelty, complexity, and ecological potential in evolving systems. Detailed algorithms and example implementations aim to support comparisons of observable open-ended-dynamics hallmarks.

Relevance to the project

A direct candidate measurement source for the properties catalog and future analysis tools. Define persistent entities and meaningful novelty before selecting a metric.

Open-ended evolutionEvaluation methodsEcology

Metric growth over finite runs is not proof of unbounded evolution.

Source record

Reference ID
doi-10-1162-artl-a-00280
Archived version
Publisher/repository PDF linked by Europe PMC; see source
Summary provenance
reference-library/papers/doi-10-1162-artl-a-00280/metadata.json · summary
Review status
initial orientation summary; not a critical full-paper review
Reading scope
Selected abstract/opening and available closing discussion/conclusion passages in the preserved text extract; broader project notes provide context. No reproduction of experiments, exhaustive methods review, or equation/figure audit.