Workflow 1

Workflow Instructions

  • Clicking Export produces a so-called Structural Prior Dictionary, which is a text file containing all arc attributes, i.e.,

    • Start and End of arc

    • Structural Prior for each arc

    • Arc Comment, which, in this context, contains the Explanation for the causal directions as obtained from ChatGPT.

  • We can now use this Structural Prior Dictionary as an Arc Dictionary and replace the original, machine-learned arcs with the ChatGPT-informed causal arcs.

  • First, select Graph Panel Contextual Menu > Delete All Arcs to remove all existing arcs.

  • Then, select Main Menu > Data > Associate Dictionary > Arc >Arcs.

  • The network now features the causal arc directions as obtained from ChatGPT.

  • With the final arc directions now in place, we should arrange the nodes into a more intuitive layout, i.e., positioning parent nodes above child nodes.

  • Select Main Menu > View > Layout > Genetic Grid Layout > Top-Down Repartition.

  • The network now displays the correct causal order of nodes and arcs.

Workflow Illustration

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