Counterinterpretation in film criticism: The case of “Ida” by Paweł Pawlikowski
Bibliographic record
Abstract
The objective of this text is to discuss a lack of interest in the religious context of the award-winning film Ida by Pawel Pawlikowski. Moral choices within the film prove to be of greater concern to the director than political questions. Nonetheless, the film continues to generate reactions in right wing nationalist circles – and not only in Poland. From the point of view of thematic story and plot, the film is a historical drama with the possibility of a wide spectrum of interpretation. From the point of view of a conflict between Anna’s Christian believes (as a novice in a convent who is in the process of preparing to take her final religious vows) and her Jewish heritage she has to choose between The Old and The New Testament. Her family was killed by Poles and Ida/Anna has a dilemma: to follow the Old Testament law: “eye for an eye and a tooth for a tooth”, or to obey The New Testament principle: “That ye resist not evil. But whosoever shall smite thee on thy right cheek, turn to him the other also”. Ida chooses to follow principles of the New Testament and returns to the convent?
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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 | 0.009 | 0.030 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.018 | 0.033 |
| Scholarly communication | 0.017 | 0.010 |
| Open science | 0.003 | 0.010 |
| Research integrity | 0.009 | 0.014 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".