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Position Update

G:W1:4 / 4 - Phrontisterion - Jun 19, 2026 3:52 PM (9 hours, 29 minutes ago) - ptz - Full Run 5712

assets/ptz/GW14_4_1781848319.941906.heic

19 detections 3 added 14 unmoved 1 retained 2 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
11674 — Accepted (1.00) 12003 — Accepted (1.00) 7519 — Accepted (1.00) 26225 — Accepted (1.00) 29403 — Accepted (1.00) 19868 — Accepted (1.00) 7641 — Accepted (1.00) 10230 — Accepted (1.00) 13586 — Accepted (1.00) 6611 — Accepted (0.83) 15277 — Accepted (0.82) 11899 — Accepted (0.79) 14192 — Accepted (0.78) 30483 — Accepted (0.64) 11739 — Accepted (0.64) 27843 — Accepted (0.54) 20663 — Retained 22164 — Below threshold (0.00) 4027 — Below threshold (0.00) 35504 — 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
11674 Beautiful geometry Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
12003 The quantum moment : how Planck, Bohr, Einstein, … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
7519 The wisdom of the crowds : why the many are smart… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26225 The paradox of choice : why more is less Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
29403 Destroyer of worlds : the deep history of the nuc… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
19868 The social animal Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
7641 Thinking big : how the evolution of social life s… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10230 Survival of the prettiest : the science of beauty Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
13586 The consciousness instinct : unravelling the myst… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
6611 Denial : self-deception, false beliefs and the or… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.83 vertical Image Full run
15277 Skin in the game : hidden asymmetries in daily li… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.82 vertical Image Full run
11899 Van Diemen's Land : an Aboriginal history Accepted

Identified above the 0.5 confidence threshold — position written.

 0.79 vertical Image Full run
14192 Evolution's bite : a story of teeth, diet, and hu… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.78 vertical Image Full run
30483 Proust and the squid : the story and science of t… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.64 vertical Image Full run
11739 The science of art : optical themes in western ar… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.64 vertical Image Full run
27843 Language in danger : how language loss threatens … Accepted

Identified above the 0.5 confidence threshold — position written.

 0.54 vertical Image Full run
20663 Julian Schnabel : fox farm 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
22164 Strange cargo : contemporary art as a state of en… Below threshold

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

 0.00 vertical Image Full run
4027 Ghada Amer : le salon courbe : Ghada Maer and Rez… Below threshold

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

 0.00 vertical Image Full run
35504 The sword in the stone Below threshold

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

 0.00 vertical Image Full run
3294 Paradoxical life : meaning, matter and the power … Removed

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

 — —
18161 Skin in the game : hidden asymmetries in daily li… Removed

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

 — —