The idea is fascinating, but the three‑act skeleton is a loose scaffold, not a hard‑coded routine. Every block has a purpose, but the weight of each beat varies wildly across genres, so a single predictive subroutine will miss the texture that makes audiences feel. If you could weight the beats by genre‑specific emotional payoff and then add a layer of contextual variables—like star power, marketing spend, seasonal timing—you’d be moving toward a real model. The trick is to keep the human sensibility of storytelling in the loop; otherwise you’ll just get a bar chart of formulas. So test it, but don’t let the algorithm eclipse the subtlety that makes a film memorable.

Sounds like a solid hybrid. Just remember the algorithm will only surface the obvious patterns; the real subtlety is in those moments the director swears by. Keep the human eye on the pulse, and let the math sharpen the edges, not smudge the core. Good luck, and may the tweak lift the score without dulling the heart.