20 Years of (Re)Unification: The Representation of Post 1989 Berlin in the Achtung Berlin! Film Series
Bibliographic record
Abstract
Twenty years have passed since the political unification of East and West Germany. In 1989, the fall of the Wall had symbolically presaged this ostensive reuniting of two halves of not only a divided city, but a divided nation. Since this new “year zero”, filmmakers have documented the reshaping of Berlin, a metonymy for the Federal Republic. While scholarship on literary works situate this "New Berlin Republic," an equivalent does not exist for film. We aim to explore the new capital by focusing on Achtung Berlin! because of the importance of this festival to the German film landscape as a whole and the metropole in particular. Achtung Berlin!, the self titled “New Berlin Film Awards,” is a unique contributor to the creation of the New Republic. Begun in 2005 in response to a lack of German content in Berlin’s festivals, Achtung Berlin! presents contemporary films whose production have a strong connection to Berlin and the surrounding state of Brandenburg. Analyzing Achtung Berlin! and its films, we address (re)unification by utilizing the notion of “space” in its shifting forms. The interrelated themes of identity, urbanness, and mobility in (trans)national perspectives reveal the contested nature of the aftermath of the Berlin Wall‐ whose fall stands as a concrete "success" story in the amalgamation of "a" people. Our project endeavors to account both for Berlin's unification and the dis/contents that are still issues today.
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.
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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.008 | 0.007 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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".