Bibliographic record
Abstract
The article presents the content of three of the 13 medieval manuscripts found by Mateusz F. Marszałkowski in the Bishop Jan Bernard Szlaga Diocesan Library in Pelplin. The criteria for selecting the material were: the early transmission of a known text (no. 1), the unusual nature of the collection (no. 2), and the previously unknown context of a late medieval monument of the Polish language (no. 3), known in literature (from a single source only). The first of these monuments is the life of Gerard of Cremona, a translator of works from Arabic into Latin (d. 1177). The text is found in a codex dating from the last quarter of the 13th century and belongs to a small group of the oldest monuments (shelfmark 61 (88)). The second of the presented codices contains a text specified in the table of contents as „Excerpta de collectis diversarum materiarum magistri Mathei de Cracovia, doctoris sacre theologie” (Akc. 3). This is the only known copy of this work, although there are many indications that even in the Middle Ages its authorship was attributed to one of the greatest theological authorities in Central Europe: Matthew of Krakow. The author of this text was actually the Czech theologian Stefan of Roudnice. Nevertheless, the manuscript undoubtedly contains an interesting collection of texts used by clergy in the pastoral care. The third manuscript (Akc. 1) contains sermons for the liturgical year (sermones mixti). These sermons were written in the Kingdom of Poland in the 15th century and were intended to be delivered in Polish audience. This is evidenced by the glosses in Polish, the sermon on St. Stanislaus, and the emphasis on the importance of the Polish state, referred to as „Corona Polonia”. What is more, this manuscript contains the only known version of the work „Oto usta już zamkniona: (Behold, my mouth is now closed) and previously unknown fragments of the Polish Marian song „Mocne Boskie tajemności” (Mighty Divine Mysteries), woven into the sermon. The characteristics of individual manuscripts are accompanied by editions of selected texts.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.020 | 0.006 |
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 source (direct Gemma or distilled Codex), 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".