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    6. Motif Code Theory by William Terry (22279591)

    Published 2025
    “…<p dir="ltr">The Motif Code Theory (MCT) simulation code, mct_unified_code.py, is a Python 3.9 script that models the universe as a time-dependent directed multigraph G(t) = (V(t), E(t)) with N=10^7 vertices (representing quantum fields/particles) and edges (interactions). …”
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    Data features examined for potential biases. by Harry Hochheiser (3413396)

    Published 2025
    “…Teams were invited to develop hypotheses, to use tools of their choosing to identify potential sources of bias, and to provide a final report.…”
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    Analysis topics. by Harry Hochheiser (3413396)

    Published 2025
    “…Teams were invited to develop hypotheses, to use tools of their choosing to identify potential sources of bias, and to provide a final report.…”
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    Memory monitoring recognition test workflow. by Pedro C. Martínez-Suárez (21192459)

    Published 2025
    “…Developed with open-source technology and an interface adaptable to various platforms, the MMRT represents an accessible and efficient tool for psychological evaluation, with innovative potential in the study of reality monitoring.…”
  12. 52

    Voice recognition workflow. by Pedro C. Martínez-Suárez (21192459)

    Published 2025
    “…Developed with open-source technology and an interface adaptable to various platforms, the MMRT represents an accessible and efficient tool for psychological evaluation, with innovative potential in the study of reality monitoring.…”
  13. 53

    Memory monitoring recognition test main screen. by Pedro C. Martínez-Suárez (21192459)

    Published 2025
    “…Developed with open-source technology and an interface adaptable to various platforms, the MMRT represents an accessible and efficient tool for psychological evaluation, with innovative potential in the study of reality monitoring.…”
  14. 54

    Task descriptions. by Pedro C. Martínez-Suárez (21192459)

    Published 2025
    “…Developed with open-source technology and an interface adaptable to various platforms, the MMRT represents an accessible and efficient tool for psychological evaluation, with innovative potential in the study of reality monitoring.…”
  15. 55

    CompuCrawl: Full database and code by Richard Haans (6324669)

    Published 2024
    “…<p><br></p><p dir="ltr">This folder contains the full set of code and data for the CompuCrawl database. The database contains the archived websites of publicly traded North American firms listed in the Compustat database between 1996 and 2020—representing 11,277 firms with 86,303 firm/year observations and 1,617,675 webpages in the final cleaned and selected set.…”
  16. 56

    Catalogue of compact radio sources in Messier-82 from e-MERLIN observations by Sibongumusa Shungube (21197363)

    Published 2025
    “…Source finding was initially performed using Python Blob Detection and Source Finder (PyBDSF).</p><p dir="ltr">The dataset includes two tables detailing the properties of these 36 sources:</p><p dir="ltr"><b>Table 3.1: CASA </b><code><strong>imfit</strong></code><b> Source Catalogue</b></p><p dir="ltr">This table contains source parameters derived using the CASA task <code>imfit</code>. …”
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    World Heritage documents reveal persistent gaps between climate awareness and local action by Yang Chen (20756166)

    Published 2025
    “…Some components require non-standard Python libraries such as pdfminer.six and pingouin.…”
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    PTPC-UHT bounce by David Parry (22169299)

    Published 2025
    “…<br>It contains the full Python implementation of the PTPC bounce model (<code>PTPC_UHT_bounce.py</code>) and representative outputs used to generate the figures in the paper. …”
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    RealBench: A Repo-Level Code Generation Benchmark Aligned with Real-World Software Development Practices by RealBench RealBench (22275393)

    Published 2025
    “…To address this, we propose RealBench, a novel repository-level benchmark aligned with real-world software development. RealBench provides both natural language requirements and UML diagrams (package and class diagrams) for 61 diverse, real-world Python repositories, along with comprehensive test suites. …”