The emergence of online platforms has profoundly changed the landscape of movie analysis. Once vital voices in print and on broadcast , film reviewers now grapple with a vastly larger pool of content and a dispersed audience. The established model of the gatekeeper, determining what films are “worthy” of attention, has been undermined by algori