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Position Update

G:W1:21 / 4 - Phrontisterion - Jun 15, 2026 2:45 PM (1 day, 4 hours ago) - ptz - Full Run 4130

assets/ptz/GW121_4_1781498748.6701381.heic

11 detections 3 added 7 unmoved 2 retained 1 removed
{# 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
9072 Akademie X : lessons in art + life 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
11853 Bio art : altered realities Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
5415 Nature via nurture : genes, experience and what m… 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
27726 Music, language, and the brain Accepted

Identified above the 0.5 confidence threshold — position written.

0.72 vertical Image Full run
23942 Depth of translation : the book of Raft Accepted

Identified above the 0.5 confidence threshold — position written.

0.70 vertical Image Full run
9527 Learnability and cognition : the acquisition of a… 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… 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
7664 Making noise : from Babel to the Big Bang and bey… Below threshold

Identified, but at or below the 0.5 confidence threshold — ignored for positioning.

0.00 vertical Image Full run
5697 A mathematician reads the newspaper Removed

Was on this shelf but wasn't seen or spatially matched this scan — position cleared.