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Position Update

G:W1:2 / 4 - Phrontisterion - Jun 13, 2026 5:19 PM (6 days, 15 hours ago) - ptz - Full Run 3688

assets/ptz/GW12_4_1781335169.008424.heic

16 detections 2 added 14 unmoved 7 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
13932 Darwin's backyard : how small experiments led to … Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
19775 The sweet spot : suffering, pleasure and the key … Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
5770 Art in Oceania : a new history Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
13607 Think tank : forty neuroscientists explore the bi… Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 forward Image Full run
25900 A history of art history Accepted

Identified above the 0.5 confidence threshold — position written.

0.95 vertical Image Full run
27669 Shakespeare : the man who pays the rent Accepted

Identified above the 0.5 confidence threshold — position written.

0.81 vertical Image Full run
669 African form and imagery : Detroit collects Accepted

Identified above the 0.5 confidence threshold — position written.

0.80 vertical Image Full run
3718 The big bang : contemporary Chinese art from the … Accepted

Identified above the 0.5 confidence threshold — position written.

0.79 vertical Image Full run
11780 The geography of beer : regions, environment, and… Accepted

Identified above the 0.5 confidence threshold — position written.

0.77 vertical Image Full run
16328 Botero : new works on canvas 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.

vertical Image Full run
18897 The black tulip 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.

vertical Image Full run
15214 When Einstein walked with Gödel : excursions to t… 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.

vertical Image Full run
12112 Drawing in silver and gold : Leonardo to Jasper J… 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.

vertical Image Full run
21231 Until we meet again [: 2022 Dark Mofo program] 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
7215 Temporary insanity 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.

vertical Image Full run
31212 Machines and men in Russia 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
669 African form and imagery : Detroit collects Duplicate

Same accession detected more than once in this scan — a higher-confidence detection won.

0.54 vertical Image Full run
22425 Out of the West : Western Australian art 1830s to… Below threshold

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

0.00 vertical Image Full run
14861 Port and sherry : the story of two fine wines Below threshold

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

0.00 vertical Image Full run
5356 Paul Joostens : 1889-1960 Below threshold

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

0.00 vertical Image Full run
1424 Peter Davies : new paintings Below threshold

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

0.00 vertical Image Full run
3776 Ark : the ark project : an illustrated animal bib… Removed

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