{"title":"Best Authoritarian Movies","theme":"authoritarian","url":"https://framethrower.ai/list/authoritarian","source":"FrameThrower","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/","scope":"Covers these measurements only — the ratios, counts and rankings computed by FrameThrower. The film frames they are derived from are not licensed and no rights to them are granted.","attribution":"FrameThrower — https://framethrower.ai"},"method":"Per-frame tags (shot size, lighting key, time of day, camera angle, colour, visible objects) aggregated across the films carrying this theme, expressed as a ratio against the same measurement over the whole catalogue. Films ranked by how closely they match the theme's over-indexed elements, weighted by how distinctive each element is; one film per series.","sample":{"films":11,"listedFilms":10,"frames":1037,"baselineFrames":404689},"signature":[{"element":"suit jacket","timesMoreCommonThanBaseline":2.68,"shareOfThemeFrames":0.01615,"shareOfCatalogueFrames":0.00604,"observedInFrames":97},{"element":"tie","timesMoreCommonThanBaseline":2.41,"shareOfThemeFrames":0.00899,"shareOfCatalogueFrames":0.00374,"observedInFrames":54},{"element":"necktie","timesMoreCommonThanBaseline":2.3,"shareOfThemeFrames":0.00633,"shareOfCatalogueFrames":0.00275,"observedInFrames":38},{"element":"blood","timesMoreCommonThanBaseline":1.78,"shareOfThemeFrames":0.00566,"shareOfCatalogueFrames":0.00318,"observedInFrames":34},{"element":"desk","timesMoreCommonThanBaseline":1.69,"shareOfThemeFrames":0.00416,"shareOfCatalogueFrames":0.00247,"observedInFrames":25},{"element":"skin","timesMoreCommonThanBaseline":1.66,"shareOfThemeFrames":0.00499,"shareOfCatalogueFrames":0.00301,"observedInFrames":30},{"element":"beard","timesMoreCommonThanBaseline":1.63,"shareOfThemeFrames":0.00499,"shareOfCatalogueFrames":0.00307,"observedInFrames":30},{"element":"water","timesMoreCommonThanBaseline":1.6,"shareOfThemeFrames":0.00599,"shareOfCatalogueFrames":0.00374,"observedInFrames":36}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.551,"ratio":1.21},{"hue":"blue","share":0.147,"ratio":0.84},{"hue":"red","share":0.119,"ratio":0.79},{"hue":"green","share":0.072,"ratio":1.2}],"meanSaturation":0.234,"baselineSaturation":0.234,"meanLuminance":0.407,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Gattaca","year":1997,"director":"Andrew Niccol","cinematographer":"Slawomir Idziak","exemplarScore":1.42,"framesIndexed":66,"url":"https://framethrower.ai/film/gattaca-1997"},{"rank":2,"title":"The Departed","year":2006,"director":"Martin Scorsese","cinematographer":"Michael Ballhaus","exemplarScore":1.137,"framesIndexed":66,"url":"https://framethrower.ai/film/the-departed-2006"},{"rank":3,"title":"Boyka: Undisputed IV","year":2016,"director":"Todor Chapkanov","cinematographer":"Ivan Vatsov","exemplarScore":1.129,"framesIndexed":114,"url":"https://framethrower.ai/film/boyka-undisputed-iv-2016"},{"rank":4,"title":"The Dead Zone","year":1983,"director":"David Cronenberg","cinematographer":"Mark Irwin","exemplarScore":0.933,"framesIndexed":65,"url":"https://framethrower.ai/film/the-dead-zone-1983"},{"rank":5,"title":"Heat","year":1995,"director":"Michael Mann","cinematographer":"Dante Spinotti","exemplarScore":0.872,"framesIndexed":65,"url":"https://framethrower.ai/film/heat-1995"},{"rank":6,"title":"Memoirs of a Geisha","year":2005,"director":"Rob Marshall","cinematographer":"Dion Beebe","exemplarScore":0.556,"framesIndexed":65,"url":"https://framethrower.ai/film/memoirs-of-a-geisha-2005"},{"rank":7,"title":"Get Out","year":2017,"director":"Jordan Peele","cinematographer":"Toby Oliver","exemplarScore":0.493,"framesIndexed":63,"url":"https://framethrower.ai/film/get-out-2017"},{"rank":8,"title":"Apocalypto","year":2006,"director":"Mel Gibson","cinematographer":"Dean Semler","exemplarScore":0.503,"framesIndexed":160,"url":"https://framethrower.ai/film/apocalypto-2006"}],"outlier":{"title":"Speak No Evil","year":2022,"exemplarScore":0.465,"note":"Carries the least of what the rest of the list is made of."}}