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Position Update

M:N3:7 / 4 - Phrontisterion - Jun 16, 2026 2:15 PM (8 hours, 56 minutes ago) - shelfie - Full Run 4041

assets/shelfie/MN37_4_1781583301.heic

8 detections 0 added 8 unmoved 0 retained 0 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
16608 — Accepted (1.00) 10444 — Accepted (1.00) 26103 — Accepted (1.00) 5471 — Accepted (1.00) 14784 — Accepted (1.00) 10468 — Accepted (1.00) 18616 — Accepted (1.00) 9354 — Accepted (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
16608 A treatise on probability Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10444 Generalized additive models / T. J. Hastie ; R. J… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26103 The Weil conjectures on maths and the pursuit of … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
5471 Prisoner's dilemma Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
14784 The science of fate : why your future is more pre… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10468 Choices, values, and frames Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18616 Management decision making under certainty : an i… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
9354 Speculation, now : essays and artwork Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 forward Image Full run