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Position Update

G:W1:17 / 5 - Phrontisterion - Jun 19, 2026 9:13 AM (14 hours, 37 minutes ago) - ptz - Full Run 4797

assets/ptz/GW117_5_1781824409.125528.heic

16 detections 3 added 8 unmoved 1 retained 5 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
8522 — Accepted (1.00) 13324 — Accepted (1.00) 2960 — Accepted (1.00) 10441 — Accepted (1.00) 27314 — Accepted (1.00) 12044 — Accepted (1.00) 7755 — Accepted (1.00) 8340 — Accepted (0.87) 11364 — Accepted (0.68) 9497 — Accepted (0.50) 2426 — Retained (0.00) 23888 — Below threshold (0.00) 13386 — Below threshold (0.00) 1754 — Below threshold (0.00) 21512 — Below threshold (0.00) 5724 — Below threshold (0.00)
{# 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
8522 Wild art Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
13324 The perfect bet : how science and math are taking… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
2960 Artists' handbook : George Wittenborn's guestbook… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10441 The singular universe and the reality of time : a… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
27314 La nova testamento de nia sinjoro kaj savanto Jes… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
12044 Darwin's unfinished symphony : how culture made t… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
7755 The systems view of life : a unifying vision Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
8340 The ghost kings / by H. Rider Haggard Accepted

Identified above the 0.5 confidence threshold — position written.

 0.87 vertical Image Full run
11364 Worlds of if : science fiction Accepted

Identified above the 0.5 confidence threshold — position written.

 0.68 vertical Image Full run
9497 The accidental species : misunderstandings of hum… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.50 vertical Image Full run
2426 The talking ape : how language evolved 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
23888 Nedko Solakov Below threshold

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

 0.00 vertical Image Full run
13386 A century of wine : the story of a wine revolution Below threshold

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

 0.00 vertical Image Full run
1754 Joan Jonas : the shape, the scent, the feel of th… Below threshold

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

 0.00 vertical Image Full run
21512 Esperanto-Makedona vortaro kaj Makedona-Esperanta… Below threshold

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

 0.00 vertical Image Full run
5724 Science in the bedroom : a history of sex research Below threshold

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

 0.00 vertical Image Full run
14075 Innate : how the wiring of our brains shapes who … Removed

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

 — —
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.

 — —
11666 Birdsong, speech, and language : exploring the ev… Removed

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

 — —
11468 The botany of desire : a plant's eye view of the … Removed

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

 — —
9533 The art of modeling dynamic systems : forecasting… Removed

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

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