Tadeusz Kubiak i Anna Kamieńska: poetyckie spotkania z bratem Albertem
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
W artykule dokonano porównawczej analizy i interpretacji dwóch wierszy poświęconych Bratu Albertowi. Są to kolejno: Tadeusza Kubiaka Klasztor Brata Alberta oraz Anny Kamieńskiej Spotkanie z Bratem Albertem. W konkluzji autor doszedł do wniosku, że dla obojga poetów – choć w różny sposób i w różnym stopniu - postać Brata Alberta nie stanowi jednak autonomicznego tematu i problemu twórczości, ale jest raczej traktowana jako pretekst dla ich własnych przemyśleń i poszukiwań artystycznych.
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.003 | 0.004 |
| Meta-epidemiology (broad) | 0.004 | 0.002 |
| Bibliometrics | 0.001 | 0.007 |
| Science and technology studies | 0.006 | 0.003 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.005 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 0.009 |
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