The Regeneration of the Dramatic Gene in Contemporary Cinema: Based on Linda Hutcheon's Dual Interpretation of Adaptation from Cultural and Biological Perspectives
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Bibliographic record
Abstract
In recent years, numerous films that have won awards or been nominated at prestigious international film festivals have exhibited an application of traditional dramatic techniques in their creative methods. For instance, the film "Oppenheimer" (2023), which swept the 96th Academy Awards with accolades including Best Picture and Best Director, employed a dialogue-driven approach in its creation, thereby diminishing the use of spectacle-oriented cinematic techniques (Dotson, 2023). The film "Anatomy of a Fall" (2023), which received the prestigious Palme d'Or at the 76th Cannes International Film Festival, adhered to the classical dramatic unities of time, space, and place in its approach. Contemporary manifestations of such phenomena in film contradict the perspectives posited by classic theoretical frameworks. The dialogue-driven, stage-like approach is more commonly found in the realm of theater and is relatively rare in the medium of film (Giannetti, 2017). The researchers found many more films than those mentioned above that used classic theatre techniques in their creation, which seems to signal a resurgence of theatre techniques in contemporary filmmaking. Researchers, borrowing the term "gene" from adaptation theory scholars, have endeavored to characterize this new cinematic phenomenon as the "reincarnation" of the dramatic gene within the medium of film. Linda Hutcheon, a renowned Canadian scholar in the field of adaptation studies, advocates for an examination of a story's adaptation across media from a dual perspective that encompasses both cultural and biological dimensions (Bortolotti & Hutcheon, 2007). This paper, based on the aforementioned viewpoints and in conjunction with relevant case studies, argues for the phenomenon of the dramatic gene's renaissance in contemporary cinema. Keywords: Adaptation, Contemporary Film, Dramatic Techniques, Gene
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| 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 it