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 "title": "The Bead Count",
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 "orcid": "0009-0000-1599-0703",
 "date": "2026-06-03",
 "description": "*The Bead Count* translates the broad Diversity Contraction program into twelve proposed studies. Each study is organized around a claim, method, data source, numerical prediction, falsifier, implementation status, and receipt. The paper benchmarks its desired evidentiary structure against model-collapse research combining mathematical analysis, toy systems, real-system evidence, ablation, and visible failure conditions.\n\nThe program distinguishes imported results from original and untested claims. The Allee-effect classification is established prior dynamics. Several archive claims are simulation-backed; the Mary Lee substitution remains a single documented case; the cross-substrate coupling thesis and reach-cost elasticity are explicitly unsupported; and real-corpus, platform-scale, and longitudinal tests remain future work. This status table is one of the document’s strongest features.\n\nPure simulation studies test bifurcations, resolution dependence, field remapping, and vocabulary propagation under declared parameters. Modest-resource studies propose real-corpus estimation and public-output audits. Resource-intensive studies require API access, multi-year tracking, or model-training infrastructure. The paper promises to deposit positive, null, and disconfirming outcomes.\n\n“Pre-registered” requires study-level qualification. Predictions stated before future data collection are prospective registrations. Predictions attached to simulations already implemented in the same document are in-document demonstrations unless an immutable earlier timestamp proves otherwise. “Nature-level rigor” is an aspirational comparison, not journal certification. Large synthetic effects demonstrate behavior of chosen models and parameters, not population effects.",
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 "reading": "Closure → Text → Transmutation → Growth → Touch → Force",
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