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Position Update

M:N3:6 / 2 - Phrontisterion - Jun 16, 2026 2:14 PM (2 hours, 8 minutes ago) - shelfie - Full Run 2497

assets/shelfie/MN36_2_1781583267.heic

17 detections 2 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
9920 — Accepted (1.00) 9919 — Accepted (1.00) 9921 — Accepted (1.00) 18051 — Accepted (1.00) 10433 — Accepted (1.00) 10474 — Accepted (1.00) 6607 — Accepted (1.00) 10457 — Accepted (1.00) 18175 — Accepted (1.00) 2421 — Accepted (1.00) 20283 — Accepted (1.00) 11437 — Accepted (1.00) 5768 — Accepted (1.00) 11376 — Accepted (1.00) 16627 — Accepted (1.00) 9921 — Duplicate (1.00) 15497 — 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. A detection used for retention appears twice: once with its own rejection reason, once as the retained book it spatially matched.

Accession # Title Outcome Confidence Orientation Links
9920 Lectures in the sciences of complexity : the proc… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
9919 1989 Lectures in complex systems : the proceeding… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
9921 1990 Lectures in complex systems : the proceeding… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18051 Statistics for management and economics : study g… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10433 Hidden order : how adaptation builds complexity Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10474 Applied choice analysis : a primer / David A. Hen… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
6607 Introduction to algorithms Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10457 An introduction to support vector machines and ot… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18175 Large-scale inference : empirical Bayes methods f… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
2421 Internet art : the online clash of culture and co… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
20283 The ascent of information : books, bits, genes, m… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
11437 A crude look at the whole : the science of comple… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
5768 The design and analysis of algorithms Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
11376 The master algorithm : how the quest for the ulti… 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
9921 1990 Lectures in complex systems : the proceeding… Duplicate

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

 1.00 vertical Image Full run
15497 Yannick Demmerle Below threshold

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

 0.00 vertical Image Full run
9922 1991 Lectures in complex systems : the proceeding… Removed

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

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