Bibliographic record
Abstract
It took forty years for East Germany's state-run studios, DEFA, to produce a feature film about homosexuality: "Coming Out." The film's story seems in some ways radically ordinary: a young teacher, Philipp, is gay but cannot accept the truth about his sexuality. He starts a relationship with a fellow teacher, Tanja, but falls in love with a young man he meets, Matthias, whose confidence in his own self-understanding is alluring for him as well as a challenge. Acclaimed director Heiner Carow created a film that shows the difficulties, both internalized and external, that queer people faced in East Germany. In a quirk of history, "Coming Out" premiered in German theaters on November 9, 1989, the very night on which the Berlin Wall was opened, which meant the film was initially overshadowed, to say the least, by the earthshaking political events. Yet it remains a popular film and is regularly screened around the world, including prominently at queer film festivals. This book examines the film in both the late East German context of its creation and the international context of its reception.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.168 | 0.061 |
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".