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Position Update

M:N3:1 / 5 - Phrontisterion - Jun 16, 2026 2:12 PM (8 hours, 58 minutes ago) - shelfie - Full Run 4032

assets/shelfie/MN31_5_1781583155_ZXM4mDp.heic

14 detections 1 added 13 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
5767 — Accepted (1.00) 16627 — Accepted (1.00) 9506 — Accepted (1.00) 9835 — Accepted (1.00) 30384 — Accepted (1.00) 11728 — Accepted (1.00) 5497 — Accepted (1.00) 5677 — Accepted (1.00) 30370 — Accepted (1.00) 12094 — Accepted (1.00) 10442 — Accepted (1.00) 5685 — Accepted (1.00) 6588 — Accepted (0.97) 9380 — Accepted (0.62)
{# 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
5767 The Sturm-Liouville boundary value problem and ap… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
16627 Applied logistic regression Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
9506 Applied linear regression Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
9835 Creating symmetry : the artful mathematics of wal… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
30384 Five equations that changed the world : the power… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
11728 Fearful symmetry : the search for beauty in moder… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
5497 Symmetry in chaos : a search for pattern in mathe… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
5677 Nonplussed! : mathematical proof of implausible i… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
30370 Logic and information Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
12094 The logician and the engineer : how George Boole … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10442 Genius at play : the curious mind of John Horton … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
5685 Fermat's last theorem : unlocking the secret of a… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 forward Image Full run
6588 e : the story of a number Accepted

Identified above the 0.5 confidence threshold — position written.

 0.97 vertical Image Full run
9380 Numerical methods - Colloquia Mathematica Societa… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.62 vertical Image Full run
9344 Numerical methods and software Removed

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

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