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Position Update

M:N3:28 / 4 - Phrontisterion - Jun 16, 2026 2:24 PM (10 hours, 59 minutes ago) - shelfie - Full Run 2532

assets/shelfie/MN328_4_1781583869.heic

32 detections 24 added 6 unmoved 2 retained 8 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
26446 — Accepted (1.00) 20407 — Accepted (1.00) 348 — Accepted (1.00) 26588 — Accepted (1.00) 28545 — Accepted (1.00) 27031 — Accepted (1.00) 18365 — Accepted (1.00) 26509 — Accepted (1.00) 26972 — Accepted (1.00) 27363 — Accepted (1.00) 16907 — Accepted (1.00) 27496 — Accepted (1.00) 27508 — Accepted (1.00) 26958 — Accepted (1.00) 27498 — Accepted (1.00) 26632 — Accepted (1.00) 26503 — Accepted (1.00) 26596 — Accepted (1.00) 21947 — Accepted (1.00) 16583 — Accepted (1.00) 26499 — Accepted (1.00) 26488 — Accepted (1.00) 29316 — Accepted (1.00) 27365 — Accepted (1.00) 27366 — Accepted (1.00) 26966 — Accepted (0.77) 26502 — Accepted (0.73) 27427 — Accepted (0.71) 17734 — Retained 28780 — Retained 16379 — Below threshold (0.00) 26583 — Below threshold (0.00) 7781 — Below threshold (0.00) 26508 — 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
26446 Atlas of human sex anatomy Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
20407 The human body Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
348 The healing hand : man and wound in the ancient w… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26588 A child is born Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
28545 Women under the knife : a history of surgery Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
27031 The wonder down under : the insider's guide to th… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18365 Female genital cosmetic surgery : deviance, desir… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26509 Childbirth without pain Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26972 Sex development and maternity : childbirth withou… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
27363 Pregnancy & birth : pleasures and problems Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
16907 The mighty toddler Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
27496 Control of life Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
27508 Below the belt: an owners guide to gynaecology Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26958 Childbirth without fear : the principles and prac… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
27498 Family planning for doctors / edited for the IPPF… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26632 A way to natural childbirth : a manual for physio… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26503 How a baby is born : what every child should know… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26596 The intelligent parents' manual : a practical gui… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
21947 Schmerzensmann V : een sculptuur van Berlinde De … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
16583 The pill Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26499 Birth control now and tomorrow Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26488 Family planning today Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
29316 Control of communicable diseases in man / Abram S… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
27365 The new childbirth Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
27366 Parenthood: design or accident? a manual of birth… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26966 Birth control and you : a full medical descriptio… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.77 vertical Image Full run
26502 The wonder of life : how we are born and how we g… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.73 vertical Image Full run
27427 Everywoman : a gynaecological guide for life Accepted

Identified above the 0.5 confidence threshold — position written.

 0.71 vertical Image Full run
17734 Jack's story : the life and death of Jack Fleming… 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
28780 The emperor of all maladies : a biography of canc… 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
16379 Henri Michaux / préface de Pierre Alechinsky Below threshold

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

 0.00 vertical Image Full run
26583 Conception, birth and contraception : a visual pr… Below threshold

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

 0.00 vertical Image Full run
7781 Generation : 25 years of contemporary art in Scot… Below threshold

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

 0.00 vertical Image Full run
26508 Artificial insemination in woman Below threshold

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

 0.00 vertical Image Full run
25751 Stronger Removed

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

 — —
2839 Planning occupational health and safety : a guide… Removed

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

 — —
13315 The story of shit Removed

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

 — —
19877 How does aspirin find a headache? : an imponderab… Removed

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

 — —
22430 The song of the cell : an exploration of medicine… Removed

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

 — —
18617 How to prevent and heal running and other sports … Removed

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

 — —
13142 Capolavori di carta : volumi di medicina dalla co… Removed

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

 — —
35620 Herbal medicine in paediatrics : translation of a… Removed

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

 — —