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Position Update

G:W1:17 / 5 - Phrontisterion - Jun 20, 2026 3:15 PM (5 hours, 10 minutes ago) - ptz - Full Run 7203

assets/ptz/GW117_5_1781932542.3582258.heic

15 detections 1 added 13 unmoved 12 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
4924 — Accepted (0.74) 11364 — Accepted (0.60) 7360 — Retained (0.00) 14075 — Retained 13324 — Retained 10194 — Retained 9533 — Retained 2426 — Retained 12044 — Retained 10441 — Retained 7755 — Retained 9497 — Retained 8522 — Retained 27675 — Retained 3452 — Below threshold (0.00) 13100 — Below threshold (0.00) 3899 — Below threshold (0.00) 22566 — Below threshold (0.00) 12668 — Below threshold (0.00) 9638 — Below threshold (0.00) 21512 — Below threshold (0.00) 10854 — Below threshold (0.00) 7360 — Below threshold (0.00) 7360 — Below threshold (0.00) 28566 — Below threshold (0.00) 21951 — 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
4924 Gottfried Bechtold Accepted

Identified above the 0.5 confidence threshold — position written.

 0.74 vertical Image Full run
11364 Worlds of if : science fiction Accepted

Identified above the 0.5 confidence threshold — position written.

 0.60 vertical Image Full run
7360 I look to you and I see nothing 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
14075 Innate : how the wiring of our brains shapes who … 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
13324 The perfect bet : how science and math are taking… 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
10194 Why information grows : the evolution of order, f… 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
9533 The art of modeling dynamic systems : forecasting… 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
2426 The talking ape : how language evolved 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
12044 Darwin's unfinished symphony : how culture made t… 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
10441 The singular universe and the reality of time : a… 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
7755 The systems view of life : a unifying vision 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
9497 The accidental species : misunderstandings of hum… 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
8522 Wild art 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
27675 The naked ape : a zoologist's study of the human … 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
3452 Andy Warhol : the late work : Photographs/films/v… Below threshold

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

 0.00 vertical Image Full run
13100 Mengele-dance of death Below threshold

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

 0.00 vertical Image Full run
3899 Peter Buggenhout : caterpillar logic Below threshold

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

 0.00 vertical Image Full run
22566 Dante's Inferno : selected cantos and episodes Below threshold

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

 0.00 vertical Image Full run
12668 Black : architecture in monochrome Below threshold

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

 0.00 vertical Image Full run
9638 Fifty years of caring : the history of the Austra… Below threshold

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

 0.00 vertical Image Full run
21512 Esperanto-Makedona vortaro kaj Makedona-Esperanta… Below threshold

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

 0.00 vertical Image Full run
10854 Barnaby Furnas : Floods Below threshold

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

 0.00 vertical Image Full run
7360 I look to you and I see nothing Below threshold

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

 0.00 vertical Image Full run
7360 I look to you and I see nothing Below threshold

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

 0.00 vertical Image Full run
28566 Tess of the d'Urbervilles : a pure woman Below threshold

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

 0.00 vertical Image Full run
21951 Utopian Slumps 2007-2009 : the Collingwood years Below threshold

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

 0.00 vertical Image Full run
11468 The botany of desire : a plant's eye view of the … Removed

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

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