The making of the citizen-spectator in postmillennial Hong Kong: Authorial and spectatorial engagement with independent documentary films
Bibliographic record
Abstract
Established by several independent filmmakers in Hong Kong in 1997, Ying E Chi (YEC) has facilitated the production and the distribution of Hong Kong independent films by means of VCD/DVD releases, video streaming, film festivals and community screenings. The non-profit body has played a key role in aiding local independent filmmakers’ projects, seeking film distribution opportunities locally and transnationally and building community networks in its home city. As the organizer of the Hong Kong Independent Film Festival since 2008, YEC has demonstrated its fluid translocal positioning by not just promoting the works of local filmmakers, but also introducing worldwide independent cinema to Hong Kong audiences. In retrospect, the development of YEC has reflected the transforming cultural landscape of Hong Kong to different degrees. From cinephiles and academics to the public, the audiences YEC has developed over the years indicates an ever-changing spectatorship in the making, bespeaking the various responses to the social environment under which these films were made, shown and watched. This article will use YEC as a case study to explore the mutual impacts between documentary films and their spectatorship which have shaped independent filmmakers’ production and distribution strategies continuously in postmillennial Hong Kong, particularly in the wake of the 2014 Umbrella Movement and the 2019 Anti-Extradition Law Amendment Bill Movement. The article will draw on interviews with local independent filmmakers, in order to understand how industry practices and dynamics have responded to identification, social events and audience behaviours over time. In this regard, spectatorship is understood as not just an embodied experience of film viewing, but also a series of affinities between the filmmaker, the audience and the film work. As a whole, the article will probe how the idea of citizen-spectator has evolved and has become inscribed in spectatorial engagement with independent documentary films, which has oscillated between audiences’ approval and authorities’ disapproval in postmillennial Hong Kong.
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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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.015 | 0.011 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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".