Acquisition position
Current all in cost
525.0 SEK
Current bid or estimate500.0 SEK
Modelled discount54.3%
Liquidity score78%
André Masson · Prints and works on paper · Roslagens Auktionsverk
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Inglasad träram. Ramens mått: ca 41 x 49 cm Bildmått: ca 21 x 26 cm.
Identity resolution
Ranked from independent evidence. Confirmation or rejection becomes controlled training data.
Visual 0% · Name 37% · Marks 25% · Material 40%
25% combined confidenceClosed deal feedback
Enter the verified hammer price after the auction closes. Only verified outcomes become calibration data.
Learning guardrail
Global research evidence
Comparable logic
| Comparable ID | Match | Price | Reasons |
|---|---|---|---|
| 14378 | 54% | 300.0 SEK | identity 62%, material 45%, size 62%, title 66%, edition 45% |
| 8324 | 54% | 350.0 SEK | identity 59%, material 45%, size 62%, title 72%, edition 45% |
| 4631 | 54% | 800.0 SEK | identity 61%, material 45%, size 62%, title 64%, edition 45% |
| 6067 | 54% | 300.0 SEK | identity 58%, material 45%, size 62%, title 70%, edition 45% |
| 16516 | 54% | 300.0 SEK | identity 59%, material 45%, size 62%, title 66%, edition 45% |
| 8403 | 53% | 600.0 SEK | identity 64%, material 45%, size 62%, title 51%, edition 45% |
| 17439 | 53% | 3500.0 SEK | identity 57%, material 45%, size 62%, title 65%, edition 45% |
| 12861 | 52% | 300.0 SEK | identity 52%, material 45%, size 62%, title 76%, edition 45% |
Automatic signature module
The local engine detects and isolates candidate regions, searches the trusted mark library and runs conservative signature forensics. Optional AI interprets unreadable regions and creates research queries without changing the forensic verdict.
The module runs during normal analysis when a local image is available.
Marks laboratory
110 independent methods generate cleanup variants, stroke and symbol descriptors, library matches, trust controls and conflict warnings.
Signature forensics
This does not declare a signature genuine. It measures fit against a multi-source reference set, confusing signers and natural variation.
Run mark matching first, then compare the questioned signature against a sufficiently broad trusted reference set.