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Position Update

M:N3:32 / 2 - Phrontisterion - Jun 16, 2026 2:26 PM (3 days, 15 hours ago) - shelfie - Full Run 4091

assets/shelfie/MN332_2_1781583961.heic

17 detections 2 added 15 unmoved 1 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
23503 — Accepted (1.00) 10458 — Accepted (1.00) 23504 — Accepted (1.00) 25530 — Accepted (1.00) 11798 — Accepted (1.00) 28894 — Accepted (1.00) 12283 — Accepted (1.00) 10155 — Accepted (1.00) 22497 — Accepted (1.00) 7332 — Accepted (1.00) 14935 — Accepted (1.00) 12810 — Accepted (1.00) 26093 — Accepted (1.00) 26092 — Accepted (1.00) 10980 — Accepted (1.00) 29311 — Accepted (1.00) 25643 — Retained (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
23503 The general theory of employment, interest and mo… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10458 Handbook of asset and liability management : volu… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
23504 The growth of a central bank : the development of… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
25530 Prosperity and depression : a theoretical analysi… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
11798 A culture of growth : the origins of the modern e… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
28894 State and economy in Australia Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
12283 The sum of small things : a theory of the aspirat… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10155 Manias, panics and crashes : a history of financi… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
22497 The new silk roads : the present and future of th… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
7332 The road to hell : the ravaging effects of foreig… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
14935 Australia Day Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
12810 Global derivative debacles : from theory to malpr… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26093 John Maynard Keynes : volume two : the economist … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26092 John Maynard Keynes : a personal biography of the… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10980 Universal man : the seven lives of John Maynard K… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
29311 John Maynard Keynes : volume one, hopes betrayed,… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
25643 John Maynard Keynes : volume one : hopes betrayed… 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
9348 John Maynard Keynes, 1883-1946 : economist, philo… Removed

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

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