In lanthanide-doped nanocrystals exhibiting photon avalanche effects, what are the dominant factors controlling the threshold intensity for avalanche initiation, and how can energy transfer pathways (excited-state absorption vs. cross-relaxation) be engineered to maximize nonlinear optical gain without inducing photobleaching or thermal degradation?

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