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Position Update

M:N3:4 / 2 - Phrontisterion - Jun 15, 2026 8:45 PM (1 day, 3 hours ago) - shelfie - Full Run 4483

assets/shelfie/MN34_2_1781520304.heic

20 detections 3 added 16 unmoved 0 retained 1 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
5781 — Accepted (1.00) 21399 — Accepted (1.00) 13551 — Accepted (1.00) 21783 — Accepted (1.00) 30461 — Accepted (1.00) 27032 — Accepted (1.00) 30167 — Accepted (1.00) 30165 — Accepted (1.00) 30182 — Accepted (1.00) 11556 — Accepted (1.00) 6532 — Accepted (1.00) 4755 — Accepted (1.00) 21390 — Accepted (1.00) 17126 — Accepted (1.00) 33866 — Accepted (1.00) 30224 — Accepted (1.00) 6523 — Accepted (1.00) 9948 — Accepted (1.00) 18561 — Accepted (1.00) 13551 — Duplicate (1.00)
{# 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
5781 Ultimate computing : biomolecular consciousness a… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
21399 Real computing made real : preventing errors in s… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
13551 To be a machine : adventures among cyborgs, utopi… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
21783 The difference engine : Charles Babbage and the q… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
30461 Ai : the tumultuous history of the search for art… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
27032 Dawn of the new everything : encounters with real… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
30167 Patterns in the sand : computers, complexity, and… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
30165 The Feynman processor : an introduction to quantu… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
30182 The pattern on the stone : the simple ideas that … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
11556 When we are no more : how digital memory is shapi… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
6532 Approaching zero : data crime and the computer un… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
4755 Glut : mastering information through the ages Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
21390 Crypto : how the code rebels beat the government … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
17126 Adaptation in natural and artificial systems : an… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
33866 Supercomputing and the transformation of science Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
30224 Weaving the web : the original design and ultimat… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
6523 Silicon snake oil : second thoughts on the inform… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
9948 Proceedings of the First International Conference… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18561 Smart cities : cities in the digital age Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 forward Image Full run
13551 To be a machine : adventures among cyborgs, utopi… Duplicate

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

 1.00 vertical Image Full run
22310 Artificial intelligence : how machine learning wi… Removed

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

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