Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Winfried Kruger (born 1944) belongs to that generation of jewellery artists who witnessed the birth of avant-garde jewellery in the 1960s. The skilled goldsmith liberated himself from precision, fineness and other virtues of his craft in order to allow free rein to his creativity. For Kruger jewellery is ever-present. From the tread of a shoe via the launch pad of a firework to the set of a science fiction film - he finds inspiration in all of these things. Translated into metal, extraordinary artworks are then created, which in the examination of ideas, form, materiality and surface show a modern, innovative understanding of jewellery, which he has imparted to his students over twenty years as lecturer at the technical college for design in Pforzheim. In spite of this, Winfried Kruger has, as far as publishing his work is concerned, played hard to get. For the very first time this monograph presents the artist's work in a comprehensive retrospective, whose focus rests on the work from the last twenty years.Winfried Kruger is represented in numerous prestigious museums and collections, including Schmuckmuseum Pforzheim (DE), Designmuseo, Helsinki (FI), Museum fur Kunst und Gewerbe Hamburg (DE), Stedelijk Museum's-Hertogenbosch (NL), Musee des Beaux Arts de Montreal (CAN), Die Neue Sammlung - The International Design Museum Munich (DE), Galerie Marzee, Nijmegen (NL), Musee de design et d'arts appliques contemporains, Lausanne (CH).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.029 | 0.005 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it