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    <identifier>10.57760/sciencedb.42575</identifier>
    <datestamp>2026-07-13T09:49:16Z</datestamp>
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  <dc:date>2026-07-13</dc:date>
  <dc:title>MES (Minimal Emergent Substrate): Computational Data for Emergence Studies</dc:title>
  <dc:identifier>doi:10.57760/sciencedb.42575</dc:identifier>
  <dc:language>en</dc:language>
  <dc:description>Experimental data and code for the Minimal Emergent Substrate (MES) framework. Includes emergence equation validation (&amp;Phi; &amp;asymp; 1 - G(u), R&amp;sup2;=0.986), phase transition data (&amp;alpha;c = 0.993), parameter hierarchy analysis, and100 seeds validation. All experiments are reproducible using reproduce_all.py.</dc:description>
  <dc:subject>emergence; memory; minimal substrate; computational model; phase transition; Gini coefficient; hysteresis; complex systems; artificial life; multiple stable states</dc:subject>
  <dc:creator>Li Pin</dc:creator>
  <dc:rights>PUBLIC</dc:rights>
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  <dc:type>dataset</dc:type>
  <dc:publisher>Science Data Bank</dc:publisher>
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