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Position Update

M:N4:28 / 3 - Phrontisterion - Jun 16, 2026 2:25 PM (1 hour, 38 minutes ago) - shelfie - Full Run 4703

assets/shelfie/MN428_3_1781583943.heic

11 detections 0 added 11 unmoved 0 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
1825 — Accepted (1.00) 18557 — Accepted (1.00) 7588 — Accepted (1.00) 883 — Accepted (1.00) 21519 — Accepted (1.00) 10435 — Accepted (1.00) 3293 — Accepted (1.00) 28524 — Accepted (1.00) 22496 — Accepted (1.00) 20471 — Accepted (1.00) 7662 — Accepted (0.81)
{# 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. A detection used for retention appears twice: once with its own rejection reason, once as the retained book it spatially matched.

Accession # Title Outcome Confidence Orientation Links
1825 The Cambridge encyclopedia of language Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18557 Modern technology in foreign language education :… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
7588 Language learnability and language development Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
883 Guardians of language : the grammarian and societ… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
21519 Song, speech, and ventriloquism Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10435 Mouse or rat? : translation as negotiation Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
3293 On the death and life of languages Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
28524 Proto : how one ancient language went global Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
22496 Bad words and what they tell us Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
20471 Empires of the word : a language history of the w… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
7662 Dark tongues : the art of rogues and riddlers Accepted

Identified above the 0.5 confidence threshold — position written.

 0.81 vertical Image Full run
11912 How language began : the story of humanity's grea… Removed

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

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