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Position Update

G:W1:5 / 5 - Phrontisterion - Jun 15, 2026 1:55 PM (1 day, 9 hours ago) - ptz - Full Run 3893

assets/ptz/GW15_5_1781495712.291127.heic

26 detections 6 added 17 unmoved 15 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
12033 The Zoo Quest expeditions : travels in Guyana, In… Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
10792 Life in the undergrowth Accepted

Identified above the 0.5 confidence threshold — position written.

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

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
31212 Machines and men in Russia Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
21231 Until we meet again [: 2022 Dark Mofo program] Accepted

Identified above the 0.5 confidence threshold — position written.

0.76 vertical Image Full run
21512 Esperanto-Makedona vortaro kaj Makedona-Esperanta… Accepted

Identified above the 0.5 confidence threshold — position written.

0.76 vertical Image Full run
7523 The vision revolution : how the latest research o… Accepted

Identified above the 0.5 confidence threshold — position written.

0.70 vertical Image Full run
4868 The music of painting : music, modernism and the … Accepted

Identified above the 0.5 confidence threshold — position written.

0.63 vertical Image Full run
35194 The secret life of the modern house : the evoluti… 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
10441 The singular universe and the reality of time : 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.

vertical Image Full run
9497 The accidental species : misunderstandings of hum… 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
11666 Birdsong, speech, and language : exploring the ev… 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
1424 Peter Davies : new paintings 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
7755 The systems view of life : a unifying vision 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
35199 Right story, wrong story : how to have fearless c… 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
12044 Darwin's unfinished symphony : how culture made 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
10746 Here's looking at Euclid : a surprising excursion… 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
35192 Shakespeare's bawdy 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
35193 Pronouncing Shakespeare : the Globe experiment 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
10787 The life of mammals 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
10747 Life stories 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
10788 Life in cold blood 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
9533 The art of modeling dynamic systems : forecasting… 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
669 African form and imagery : Detroit collects Below threshold

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

0.00 vertical Image Full run
3497 Christian Boltanski Below threshold

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

0.00 vertical Image Full run
13932 Darwin's backyard : how small experiments led to … Below threshold

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

0.00 vertical Image Full run
26497 The story of birth Below threshold

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

0.00 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
20559 Edmund de Waal : library of exile Below threshold

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

0.00 vertical Image Full run
8412 The life and times of Maxwell Smart Below threshold

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

0.00 vertical Image Full run
23798 Tales of the unexpected : aspects of contemporary… Below threshold

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

0.00 vertical Image Full run
13054 The memory illusion : why you might not be who yo… Below threshold

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

0.00 vertical Image Full run
23798 Tales of the unexpected : aspects of contemporary… Below threshold

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

0.00 vertical Image Full run
10057 Cathy Staughton's wondrous imgainarium Below threshold

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

0.00 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
10854 Barnaby Furnas : Floods Below threshold

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

0.00 vertical Image Full run
12813 The Penfold story Below threshold

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

0.00 vertical Image Full run
10854 Barnaby Furnas : Floods 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
10194 Why information grows : the evolution of order, f… Removed

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