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Position Update

M:S3:23 / 3 - Phrontisterion - Jun 16, 2026 5:30 PM (3 hours, 22 minutes ago) - shelfie - Full Run 2699

assets/shelfie/MS323_3_1781594984.heic

29 detections 26 added 1 unmoved 1 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
13125 — Accepted (1.00) 17022 — Accepted (1.00) 29103 — Accepted (1.00) 29104 — Accepted (1.00) 18257 — Accepted (1.00) 26332 — Accepted (1.00) 18334 — Accepted (1.00) 27577 — Accepted (1.00) 10472 — Accepted (1.00) 9549 — Accepted (1.00) 11681 — Accepted (1.00) 26555 — Accepted (1.00) 26079 — Accepted (1.00) 22441 — Accepted (1.00) 11402 — Accepted (1.00) 6975 — Accepted (1.00) 5717 — Accepted (1.00) 11562 — Accepted (1.00) 11983 — Accepted (1.00) 20512 — Accepted (1.00) 21793 — Accepted (1.00) 24417 — Accepted (1.00) 21814 — Accepted (1.00) 34679 — Accepted (1.00) 29404 — Accepted (1.00) 4860 — Accepted (0.88) 22128 — Retained 9549 — Duplicate (1.00) 36622 — Below threshold (0.00) 10893 — 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. 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
13125 Swearing is good for you : the amazing science of… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
17022 Lifelong kindergarten : cultivating creativity th… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
29103 Making the difference : schools, families and soc… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
29104 Teachers' work Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18257 The signal and the noise : the art and science of… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26332 Studying for a degree in the Humanities and Socia… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18334 Free schools : how to get a great education for y… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
27577 Seven and a half lessons about the brain Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10472 Induction : processes of inference, learning, and… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
9549 Out of our minds : learning to be creative Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
11681 How we learn : the surprising truth about when, w… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26555 Foolproof : why we fall for misinformation and ho… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26079 Thinking to some purpose Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
22441 The Eureka factor : creative insights and the bra… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
11402 What if? : serious scientific answers to absurd h… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
6975 Play, playfulness, creativity and innovation Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
5717 What is your dangerous idea? : today's leading th… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
11562 Forgetting : myths, perils and compensations Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
11983 The usefulness of useless knowledge Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
20512 Teaching culture : strategies for intercultural c… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
21793 Arthur Schopenhauer : werke in zwei banden : band… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
24417 Ideas of the university Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
21814 Recollections of Mr Manoly Lascaris Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
34679 Deciphering the proto-Dravidian inscription of th… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
29404 Moral ambition : stop wasting your talent and sta… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
4860 Logic and the art of memory : the quest for a uni… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.88 vertical Image Full run
22128 Gary Hume : American tan 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.

 — vertical Image Full run
9549 Out of our minds : learning to be creative Duplicate

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

 1.00 vertical Image Full run
36622 Chance and luck : a discussion of the laws of luc… Below threshold

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

 0.00 vertical Image Full run
10893 The people's almanac #2 Below threshold

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

 0.00 vertical Image Full run