Bibliographic record
Abstract
AGNIESZKA AND OTHER SOLIDARITY HEROINES OF POLISH CINEMA Agnieszka is the heroine of two of Andrzej Wajda's films, Człowiek z marmuru (Man of Marble, 1976) and Człowiek z żelaza (Man of Iron, 1981). However, in Man of Iron, Agnieszka has quite a different personality and has a different narrative function, compared with Agnieszka in Man of Marble. What concerns me in this article, is the nature and socio-political background of Agnieszka's creation and her transformation from heroine of Man of Marble to Man of Iron and subsequently her 'post-Wajda incarnations' in later Polish films about the Solidarity movement. "Iron Agnieszka"In Man of Marble, which is set in the mid-1970s, Agnieszka is a final year film college student. She is completing her diploma film, financed by the state television, which also provides her with crew and equipment. Agnieszka decides to make a documentary, entitled Gwiazdy jednego sezonu (Falling...
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.000 | 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".