{"title":"Best University Movies","theme":"university","url":"https://framethrower.ai/list/university","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":15,"listedFilms":11,"frames":1162,"baselineFrames":404689},"signature":[{"element":"sweater","timesMoreCommonThanBaseline":2.59,"shareOfThemeFrames":0.00496,"shareOfCatalogueFrames":0.00192,"observedInFrames":33},{"element":"microphone","timesMoreCommonThanBaseline":2.13,"shareOfThemeFrames":0.00421,"shareOfCatalogueFrames":0.00197,"observedInFrames":28},{"element":"desk","timesMoreCommonThanBaseline":1.77,"shareOfThemeFrames":0.00436,"shareOfCatalogueFrames":0.00247,"observedInFrames":29},{"element":"chair","timesMoreCommonThanBaseline":1.6,"shareOfThemeFrames":0.00376,"shareOfCatalogueFrames":0.00235,"observedInFrames":25}],"cinematography":{"note":"Weakly differentiating: most dramatic genres skew dark and night-heavy. Use `signature` to tell genres apart.","values":[{"axis":"v4_lighting_key","value":"high_key","shareOfThemeFrames":0.1558,"shareOfCatalogueFrames":0.1224,"ratio":1.27},{"axis":"camera_angle","value":"eye_level","shareOfThemeFrames":0.8289,"shareOfCatalogueFrames":0.6903,"ratio":1.2}]},"palette":{"note":"Hue shares are dominated by skin tones across all genres; treat as descriptive, not distinguishing.","dominantHues":[{"hue":"orange","share":0.477,"ratio":1.05},{"hue":"blue","share":0.178,"ratio":1.02},{"hue":"red","share":0.161,"ratio":1.06},{"hue":"yellow","share":0.057,"ratio":0.75}],"meanSaturation":0.218,"baselineSaturation":0.234,"meanLuminance":0.435,"baselineLuminance":0.434},"films":[{"rank":1,"title":"Across the Universe","year":2007,"director":"Julie Taymor","cinematographer":"Bruno Delbonnel","exemplarScore":1.533,"framesIndexed":73,"url":"https://framethrower.ai/film/across-the-universe-2007"},{"rank":2,"title":"American Animals","year":2018,"director":"Bart Layton","cinematographer":"Ole Bratt Birkeland","exemplarScore":1.448,"framesIndexed":66,"url":"https://framethrower.ai/film/american-animals-2018"},{"rank":3,"title":"Pitch Perfect","year":2012,"director":"Jason Moore","cinematographer":"Julio Macat","exemplarScore":1.152,"framesIndexed":88,"url":"https://framethrower.ai/film/pitch-perfect-2012"},{"rank":4,"title":"Polytechnique","year":2009,"director":"Denis Villeneuve","cinematographer":"Pierre Gill","exemplarScore":1.183,"framesIndexed":56,"url":"https://framethrower.ai/film/polytechnique-2009"},{"rank":5,"title":"Altered States","year":1980,"director":"Ken Russell","cinematographer":"Jordan Cronenweth","exemplarScore":1.114,"framesIndexed":65,"url":"https://framethrower.ai/film/altered-states-1980"},{"rank":6,"title":"Scream 2","year":1997,"director":"Wes Craven","cinematographer":"Peter Deming","exemplarScore":0.681,"framesIndexed":65,"url":"https://framethrower.ai/film/scream-2-1997"},{"rank":7,"title":"Candyman","year":1992,"director":"Bernard Rose","cinematographer":"Anthony B. Richmond","exemplarScore":0.693,"framesIndexed":64,"url":"https://framethrower.ai/film/candyman-1992"},{"rank":8,"title":"Thelma","year":2017,"director":"Joachim Trier","cinematographer":"Jakob Ihre","exemplarScore":0.613,"framesIndexed":63,"url":"https://framethrower.ai/film/thelma-2017"}],"outlier":{"title":"Saltburn","year":2023,"exemplarScore":0.431,"note":"Carries the least of what the rest of the list is made of."}}