Position Update

G:W1:21 / 4 - Phrontisterion - Jun 19, 2026 3:03 PM (10 hours, 18 minutes ago) - ptz - Full Run 4993

assets/ptz/GW121_4_1781845387.679822.heic

12 detections 2 added 6 unmoved 1 retained 3 removed

Scan Image

The warped shelf image the pipeline processed, with every observation's bounding box. Hover a box for details.

Accepted Retained Below threshold Not applied Duplicate / Unknown

{# Deep links from book pages target the book's rect (#acc-), landing on the image. Emphasise all of that book's boxes and its table row. #}

Observations

Every incoming detection and affected shelf book, with the server's decision. When a book is kept in place from its own low-confidence detection, the two are folded into a single Retained row.

Accession #	Title	Outcome	Confidence	Orientation	Links
21768	Magnum artists : great photographers meet great a…	Accepted Identified above the 0.5 confidence threshold — position written.	1.00	vertical	Image Full run
11853	Bio art : altered realities	Accepted Identified above the 0.5 confidence threshold — position written.	1.00	vertical	Image Full run
30203	Chaos and fractals : new frontiers of science	Accepted Identified above the 0.5 confidence threshold — position written.	1.00	vertical	Image Full run
25847	Lee Krasner : a biography	Accepted Identified above the 0.5 confidence threshold — position written.	1.00	vertical	Image Full run
11667	Searching for Utopia : the history of an idea	Accepted Identified above the 0.5 confidence threshold — position written.	1.00	forward	Image Full run
5415	Nature via nurture : genes, experience and what m…	Accepted Identified above the 0.5 confidence threshold — position written.	0.58	vertical	Image Full run
11767	Voices of the wild : animal songs, human din, and…	Accepted Identified above the 0.5 confidence threshold — position written.	0.51	vertical	Image Full run
23942	Depth of translation : the book of Raft	Retained Not confidently identified this scan, but a detection sat within 0.02 (x-centers) of its previous position — kept in place rather than removed. Shelfie scans require that detection to be a low-confidence read of this same book; PTZ scans accept any nearby detection.	0.00	vertical	Image Full run
12160	Masters of popular painting : modern primitives o…	Below threshold Identified, but at or below the 0.5 confidence threshold — ignored for positioning.	0.00	vertical	Image Full run
1675	Void	Below threshold Identified, but at or below the 0.5 confidence threshold — ignored for positioning.	0.00	vertical	Image Full run
21843	Distant voices	Below threshold Identified, but at or below the 0.5 confidence threshold — ignored for positioning.	0.00	vertical	Image Full run
26977	Van Goor's concise Indonesian dictionary = : Van …	Below threshold Identified, but at or below the 0.5 confidence threshold — ignored for positioning.	0.00	vertical	Image Full run
27726	Music, language, and the brain	Removed Was on this shelf but wasn't seen or spatially matched this scan — position cleared.	—	—
9527	Learnability and cognition : the acquisition of a…	Removed Was on this shelf but wasn't seen or spatially matched this scan — position cleared.	—	—
9072	Akademie X : lessons in art + life	Removed Was on this shelf but wasn't seen or spatially matched this scan — position cleared.	—	—