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Position Update

G:W1:6 / 5 - Phrontisterion - Jun 15, 2026 1:53 PM (1 day, 12 hours ago) - ptz - Full Run 3498

assets/ptz/GW16_5_1781495604.0867682.heic

13 detections 1 added 10 unmoved 6 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
28403 — Accepted (1.00) 13174 — Accepted (1.00) 18597 — Accepted (0.76) 30156 — Accepted (0.61) 13349 — Accepted (0.55) 9493 — Retained 30132 — Retained 6864 — Retained 5063 — Retained 27789 — Retained 6605 — Retained 18597 — Duplicate (0.71) 12264 — Below threshold (0.00) 34475 — Below threshold (0.00) 27776 — Below threshold (0.00) 9793 — Below threshold (0.00) 10202 — Below threshold (0.00) 23569 — Below threshold (0.00) 23888 — 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
28403 Between light and storm : how we live with other … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
13174 A brief history of everyone who ever lived : the … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18597 A terrible beauty : the people and ideas that sha… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.76 vertical Image Full run
30156 The power of the machine : the impact of technolo… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.61 vertical Image Full run
13349 Close encounters with humankind : a paleoanthropo… Accepted

Identified above the 0.5 confidence threshold — position written.

 0.55 vertical Image Full run
9493 The Upright Thinkers: The Human Journey from Livi… 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
30132 Signs of life : the language and meanings of DNA 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
6864 The projectionist 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
5063 Gifts of the crow : how perception, emotion and 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
27789 Why animals talk : the new science of animal comm… 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
6605 The accidental mind 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
18597 A terrible beauty : the people and ideas that sha… Duplicate

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

 0.71 vertical Image Full run
12264 Stan Hopewell : facing the stars Below threshold

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

 0.00 vertical Image Full run
34475 The machine god laughs Below threshold

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

 0.00 vertical Image Full run
27776 Nick Austin : personal Address Below threshold

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

 0.00 vertical Image Full run
9793 Why the world does not exist Below threshold

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

 0.00 vertical Image Full run
10202 Julie Rrap : remaking the world : artists dreaming Below threshold

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

 0.00 vertical Image Full run
23569 The sociology of the professions : lawyers, docto… Below threshold

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

 0.00 vertical Image Full run
23888 Nedko Solakov Below threshold

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

 0.00 vertical Image Full run
30857 Amy Sillman : oh, clock! Removed

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

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