The Rise of Hollywood East: Regional Film Offices as Intermediaries in Film and Television Production Clusters
Bibliographic record
Abstract
Foster P., Manning S. and Terkla D. The rise of Hollywood East: regional film offices as intermediaries in film and television production clusters, Regional Studies. Prior research on project-based organizing in creative industries has emphasized the importance of regionally embedded institutions, creative networks and intermediaries in the development of regional project ecologies. Recently, film and television production in the United States has expanded beyond traditional clusters in Hollywood and New York to new locations in the United States, Canada and overseas, raising important questions about the dynamics of increasingly mobile creative project networks. Using data on the Massachusetts film and television industry between 1998 and 2010, it is argued that regional film offices play an increasingly important role as network intermediaries in connecting mobile creative professionals and project entrepreneurs from outside a cluster with labour pools, service providers and production locations inside a cluster on a project-by-project basis.
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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 | 0.002 |
| 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".