Acquisition position
Björn Gidstam · Paintings · Växjö Auktionskammare
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Mått motiv 29x26 cm, mått med ram 44x40 cm. Has resale rights.
Identity resolution
Ranked from independent evidence. Confirmation or rejection becomes controlled training data.
Visual 0% · Name 40% · 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 |
|---|---|---|---|
| 17437 | 58% | 2600.0 SEK | identity 67%, material 45%, size 62%, title 43% |
| 17333 | 58% | 2000.0 SEK | identity 67%, material 45%, size 62%, title 43% |
| 16462 | 58% | 900.0 SEK | identity 57%, material 45%, size 62%, title 74% |
| 18607 | 57% | 1964.0 SEK | identity 64%, material 45%, size 62%, title 43% |
| 16558 | 57% | 2548.0 SEK | identity 59%, material 45%, size 62%, title 60% |
| 16568 | 56% | 350.0 SEK | identity 57%, material 45%, size 62%, title 63% |
| 14769 | 56% | 550.0 SEK | identity 62%, material 45%, size 62%, title 44% |
| 17696 | 56% | 1684.0 SEK | identity 59%, material 45%, size 62%, title 51% |
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.