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        <identifier>oai:figshare.com:article/34038960</identifier>
        <datestamp>2026-10-01T04:52:51Z</datestamp>
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          <dc:title>Replication Dataset for “The Protected Legal Gap: A Computational Theory of Freedom, Repeated Self-Interest, and Other-Dependent Decision-Making”</dc:title>
          <dc:creator>Osuke Doijiri (24913549)</dc:creator>
          <dc:subject>Legal theory, jurisprudence and legal interpretation</dc:subject>
          <dc:subject>Protected Legal Gap</dc:subject>
          <dc:subject>Legal Theory</dc:subject>
          <dc:subject>Agent-Based Modeling</dc:subject>
          <dc:subject>Other-Dependent Decision-Making</dc:subject>
          <dc:subject>Computational Law</dc:subject>
          <dc:description>&lt;p dir="ltr"&gt;This dataset provides the replication materials for the study &lt;i&gt;“The Protected Legal Gap: A Computational Theory of Freedom, Repeated Self-Interest, and Other-Dependent Decision-Making.”&lt;/i&gt;&lt;/p&gt;&lt;p dir="ltr"&gt;The study introduces the concept of the &lt;b&gt;Protected Legal Gap&lt;/b&gt;, defined as a domain in which legal intervention is deliberately limited because stronger regulation could burden a protected human activity or freedom. Using an agent-based computational framework, the study examines whether repeated exposure to such a permissive environment can produce persistent changes in &lt;b&gt;other-dependent decision-making&lt;/b&gt;, even after legal constraint is restored.&lt;/p&gt;&lt;p dir="ltr"&gt;The repository contains simulation outputs, parameter-level results, bootstrap analyses, processed environmental time series, figures, and reproducibility code. Temporal environmental variation was derived from three empirical ant collective-motion recordings and was used solely as an exogenous, non-designed input to the simulations.&lt;/p&gt;&lt;p dir="ltr"&gt;Other-dependence is operationalized computationally using conditional mutual information between another agent's state and an agent's subsequent action, conditional on its own state and environment. The resulting depletion measure represents a change in modeled other-dependence and &lt;b&gt;should not be interpreted as a direct measurement of human emotion, morality, or legal behavior&lt;/b&gt;.&lt;/p&gt;&lt;p dir="ltr"&gt;The dataset is intended to support reproducibility, robustness testing, and further theoretical investigation of the relationship between legal permissiveness, repeated experience, and decision-making dynamics.&lt;/p&gt;</dc:description>
          <dc:date>2026-10-01T04:52:51Z</dc:date>
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          <dc:identifier>10.6084/m9.figshare.34038960.v1</dc:identifier>
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