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Position Update

M:N3:2 / 4 - Phrontisterion - Jun 16, 2026 2:13 PM (19 hours, 20 minutes ago) - shelfie - Full Run 4061

assets/shelfie/MN32_4_1781583173.heic

19 detections 2 added 17 unmoved 0 retained 0 removed
{# 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
9243 Bayesian data analysis Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
10580 Infinitesimal : how a dangerous mathematical theo… Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
30597 Five golden rules : great theories of 20th-centur… Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
12716 The irrationals Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
5777 The man who loved only numbers : the story of Pau… Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
5918 Number Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
15874 The rules of algebra (ars magna) Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
5492 The Penguin dictionary of curious and interesting… Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
18185 Now you see it : simple visualization techniques … Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
18103 Geometry of grief : reflections on mathematics, l… Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
3227 Why beauty is truth : a history of symmetry Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
5496 Fractals : the patterns of chaos : discovering a … Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
9477 FractalVision : put fractals to work for you Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
5778 Bayesian methods for nonlinear classification and… Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
25066 The world of shape & number : fundamentals of mat… Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
27490 In a flight of starlings : the wonder of complex … Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
30473 Fractals everywhere Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
30173 Fractal horizons : the future use of fractals Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run
5681 The fractal geometry of nature : updated and augm… Accepted

Identified above the 0.5 confidence threshold — position written.

1.00 vertical Image Full run