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Looks like the problem is that we pinned a specific version of ForwardDiff = "= 0.10.12" in the Project.toml, which is no longer compatible with the other packages in Julia v1.11.
I don't remember why I pinned the specific minor versions of some packages but not others... We should see if relaxing these gives the same answers.
I think we pinned some versions to fix the output of the model, because different versions of the optimisation packages created different results. Not sure though!
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