{ "slug": "SCION_113_Learning_To_See_Latent_Atlas", "version": "v2", "series": "SERIES_F_INTERACTIVE", "kicker": "SCION 101\u2013113 \u00b7 INTERACTIVE & DATABASE MEDIA", "title": "Learning to See \u2014 Latent Texture & Cluster Traverse", "subtitle": "Traversing archival water, vapor, cell lattices, and cosmos by visual affinity", "scion_id": 113, "supporting_scions": [ 101, 106, 109, 111, 112 ], "lineage": "Lineage: Memo Akten, Learning to See (2017) \u00b7 Supporting: SCION 109 (Soft Cinema), SCION 112 ( Cultural Analytics)", "theorem": "Traverse an archival database along continuous morphological and textural gradients\u2014rippling water, billowing vapor, spider webs, cellular lattices, and star fields\u2014while keeping the difference between visual similarity and historical origin visible.", "boundary_note": "Demonstrates database neighborhood traversal (`SCION 109\u2013113`): visual embedding proximity connects water (`545715d8`), vapor (`5a15eff7`), web (`2ab9061b`), and stars (`ed87f1da`) without erasing their provenance.", "critic_tribunal": { "critic_role": "Independent database-and-perception critic", "v1_verdict": "repair_required", "v2_verdict": "pass", "v1_defect_timecodes": [ "Seg #07 (t=24.90s-29.90s): `ed87f1da` (`The Eclipse`, 1907) at 0.5s-5.5s showed a static intertitle card (`Motion\u0394=0.2, Luma=8`).", "Seg #08 (t=29.90s-35.90s): `5a15eff7` in Quad defaulted to 0.0s without `custom_window=True`." ], "largest_gap": "Replaced the static 1907 intertitle in Seg #07 with verified luminous condensing blue vapor nebula (`005ac24d`, `Hot Lava Flows Into The Ocean`, `2.5s-7.5s`, `Motion\u0394=44.4`) and enabled `custom_window=True` on `5a15eff7` (`17.2s-21.7s`) in both Seg #03 and Seg #08 Quad.", "falsifiable_repair": "Traverse 6 moving textural fields (`545715d8`, `5a15eff7`, `953cc54f`, `2ab9061b`, `efedc39b`, `005ac24d`) and close with a 4-cluster latent neighborhood quad." }, "duration_seconds": 39.42, "video_file": "films/SCION_113_Learning_To_See_Latent_Atlas.mp4", "source_count": 6, "sources_summary": [ "545715d8 \u00b7 Water (1953)", "5a15eff7 \u00b7 River, The (Part I) (1937)", "953cc54f \u00b7 Fashion's Favorite (Part I) (1940)", "2ab9061b \u00b7 Spider Engineers (1956)", "efedc39b \u00b7 Heat Treatment of Aluminum, Part I (1990)", "005ac24d \u00b7 Hot Lava Flows Into The Ocean (Standard 4:3) (1955)" ], "edl": [ { "seg_idx": 1, "type": "title_card", "title": "Learning to See \u2014 Latent Texture & Cluster Traverse", "phase": "OPENING SLATE", "action": "Traversing archival water, vapor, cell lattices, and cosmos by visual affinity", "start_sec": 0.0, "end_sec": 3.0, "dur_s": 3.0 }, { "type": "shot", "clip_id": "545715d8-c84b-59f5-9f93-52430ca0d847", "source_title": "Water", "source_year": 1953, "source_page": "https://www.movingimagearchive.com/sources/water-e61eb6aa?clip=545715d8-c84b-59f5-9f93-52430ca0d847", "in_s": 0.1, "out_s": 2.46, "dur_s": 2.4, "phase": "CLUSTER A (SPECULAR FLICKER) \u00b7 LIGHT ON WATER (1953)", "action": "Water (1953): Sunlight breaking across rippling water \u2014 acentered field of bright points", "nearmatch": "LATENT NEIGHBORHOOD: FLICKER -> VAPOR", "seg_idx": 2, "start_sec": 3.0, "end_sec": 5.4 }, { "type": "shot", "clip_id": "5a15eff7-8b17-5426-a552-e90a65eb9980", "source_title": "River, The (Part I)", "source_year": 1937, "source_page": "https://www.movingimagearchive.com/sources/river-the-part-i-7ca50b37?clip=5a15eff7-8b17-5426-a552-e90a65eb9980", "in_s": 17.2, "out_s": 21.65, "dur_s": 4.5, "phase": "CLUSTER B (TURBULENT CONTINUUM) \u00b7 VAPOR & SPRAY (1937)", "action": "The River (1937): Textured field of mist and spray filling the frame", "nearmatch": "LATENT NEIGHBORHOOD: VAPOR -> FIBRE", "seg_idx": 3, "start_sec": 5.4, "end_sec": 9.9 }, { "type": "shot", "clip_id": "953cc54f-ebdf-5cde-94a2-37bcc4d7822e", "source_title": "Fashion's Favorite (Part I)", "source_year": 1940, "source_page": "https://www.movingimagearchive.com/sources/fashion-s-favorite-part-i-1c793955?clip=953cc54f-ebdf-5cde-94a2-37bcc4d7822e", "in_s": 0.5, "out_s": 5.5, "dur_s": 5.0, "phase": "CLUSTER C (FILAMENT LATTICE) \u00b7 MACRO TEXTILE FIBRES (1940)", "action": "Fashion's Favorite (1940): Macro lattice of interlocking fibres seen without a central figure", "nearmatch": "LATENT NEIGHBORHOOD: FIBRE -> WEB", "seg_idx": 4, "start_sec": 9.9, "end_sec": 14.9 }, { "type": "shot", "clip_id": "2ab9061b-3a6f-54be-83e5-838bbfeab2cc", "source_title": "Spider Engineers", "source_year": 1956, "source_page": "https://www.movingimagearchive.com/sources/spider-engineers-009137b7?clip=2ab9061b-3a6f-54be-83e5-838bbfeab2cc", "in_s": 0.5, "out_s": 5.5, "dur_s": 5.0, "phase": "CLUSTER D (RADIAL NETWORK) \u00b7 SPIDER SILK & DEW (1956)", "action": "Spider Engineers (1956): Fine silk strands and bright points radiating across a dark field", "nearmatch": "LATENT NEIGHBORHOOD: WEB -> CELL", "seg_idx": 5, "start_sec": 14.9, "end_sec": 19.9 }, { "type": "shot", "clip_id": "efedc39b-5252-55c9-a806-12f445911ad1", "source_title": "Heat Treatment of Aluminum, Part I", "source_year": 1990, "source_page": "https://www.movingimagearchive.com/sources/heat-treatment-of-aluminum-part-i-fcb8d702?clip=efedc39b-5252-55c9-a806-12f445911ad1", "in_s": 6.0, "out_s": 11.0, "dur_s": 5.0, "phase": "CLUSTER E (TESSELLATION) \u00b7 ALUMINUM GRAIN NETWORK (1990)", "action": "Heat Treatment of Aluminum (1990): Polygonal grain boundaries reorganizing under heat", "nearmatch": "LATENT NEIGHBORHOOD: CELL -> NEBULA", "seg_idx": 6, "start_sec": 19.9, "end_sec": 24.9 }, { "type": "shot", "clip_id": "005ac24d-a560-5258-a67a-b7dacffd6bb9", "source_title": "Hot Lava Flows Into The Ocean (Standard 4:3)", "source_year": 1955, "source_page": "https://www.movingimagearchive.com/sources/hot-lava-flows-into-the-ocean-standard-4-3-c636ae21?clip=005ac24d-a560-5258-a67a-b7dacffd6bb9", "in_s": 2.5, "out_s": 7.5, "dur_s": 5.0, "phase": "CLUSTER F (LUMINOUS FIELD) \u00b7 CONDENSING OCEAN VAPOR (1955)", "action": "Hot Lava Flows Into The Ocean (1955): Deep blue luminous vapor cloud drifting like a nebula", "nearmatch": "LATENT NEIGHBORHOOD: 1937 <-> 1955", "seg_idx": 7, "start_sec": 24.9, "end_sec": 29.9 }, { "type": "quad_shot", "clips": [ { "id": "5a15eff7-8b17-5426-a552-e90a65eb9980", "title": "River, The (Part I)", "year": 1937 }, { "id": "953cc54f-ebdf-5cde-94a2-37bcc4d7822e", "title": "Fashion's Favorite (Part I)", "year": 1940 }, { "id": "2ab9061b-3a6f-54be-83e5-838bbfeab2cc", "title": "Spider Engineers", "year": 1956 }, { "id": "005ac24d-a560-5258-a67a-b7dacffd6bb9", "title": "Hot Lava Flows Into The Ocean (Standard 4:3)", "year": 1955 } ], "dur_s": 6.0, "phase": "LATENT ATLAS QUAD \u00b7 MORPHOLOGICAL AFFINITY vs HISTORICAL ORIGIN", "action": "1937 River Spray | 1940 Textile Fibre | 1956 Spider Silk | 1955 Ocean Vapor \u2014 visual neighbors, distinct worlds", "nearmatch": "LEARNING TO SEE \u00b7 DATABASE AUDIT", "seg_idx": 8, "start_sec": 29.9, "end_sec": 35.9 }, { "seg_idx": 9, "type": "closing_ledger", "title": "SOURCE ATTRIBUTION & BOUNDARY NOTE", "phase": "CLOSING LEDGER", "action": "Demonstrates database neighborhood traversal (`SCION 109\u2013113`): visual embedding proximity connects water (`545715d8`), vapor (`5a15eff7`), web (`2ab9061b`), and stars (`ed87f1da`) without erasing their provenance.", "start_sec": 35.9, "end_sec": 39.4, "dur_s": 3.5 } ] }