highly significantp < 0.001
The GAM smooth term for year was highly significant in both groups (AI/CV: χ 2 ≈ 763, p < 0.001; passive mechanical: χ 2 ≈ 995, p < 0.001), indicating strong non-linear temporal structure, albeit with reduced parsimony relative to the Boltzmann model.