The rise of digital platforms has profoundly changed the scene of movie analysis. Once key voices in print and on broadcast , film experts now contend with a vastly more extensive pool of content and a fragmented audience. The classic model of the gatekeeper, dictating what films are “worthy” of attention, has been questioned by algorithms and