I suggest you give a link that explains the kind of modeling your are doing and shows where you find the terms "dimension"and "saturated". In mathematics, the term "model" isn't specific unless you give some context.for it.

What Is the Dimension of a Graphical Model?

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What Is the Dimension of a Graphical Model?

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