NARRATIVE IN ART GLASS BY F. M.-А. IBRAGIMOV AND L. I. SAVELYEVA
Bibliographic record
Abstract
Фидаиль Мулла-Ахметович Ибрагимов и Любовь Ивановна Савельева — творческий дуэт, вошедший в историю не только отечественного, но и мирового художественного стекла последней четверти XX в. Их произведения отличаются оригинальным пластическим подходом и яркой выразительностью. Творчество дуэта часто объединено схожими литературными и историческими темами, однако каждый из художников сохранил творческую самостоятельность и индивидуальный подход к материалу. Fidail Mulla-Akhmetovich Ibragimov and Lyubov Ivanovna Savelyeva are a creative duo that have entered the history of not only domestic, but also world art glass of the last quarter of the 20th century. Their works are distinguished by their original modeling approach and vivid expressiveness. The duo's work is often united by similar literary and historical themes, but each of the artists has retained creative independence and an individual approach to the material.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".