13 The Spence Brothers: Amateur Sci-Fi and Cine Culture in Northern Ireland
Bibliographic record
Abstract
This book focusses on amateur fiction film-making. What do you understand by the term 'home movie'? Do you imagine images of babies-on-the lawn, sandcastles on the beach, or travels with the family? Did you know that amateur filmmakers have also explored fictional genres as diverse and fascinating as their professional counterparts, that specific amateur film studios have risen and fallen, or that household-name directors owe their origins and inspirations to the amateur film movement? Small gauge film refers to formats such as 8m, Super 8 and 9.5mm. Across a range of settings from the Canadian north-west to the Russian far east, Small-Gauge Storytelling offers an introduction to the amateur maker of film comedies, thrillers, adaptations and sci-fi, recording the ambitions and achievements of enthusiasts struggling to emulate the mainstream, and tell their own stories, armed only with limited resources, but endless initiative. This is the first dedicated book-length study of the amateur fiction film. It draws together established and emerging scholars from Europe, North America and Australasia. It establishes fresh approaches to the study of small-gauge filmmaking. It places amateur fiction within ongoing debates and histories establishes. It includes the first published bibliography of critical sources for the study of the amateur fiction film.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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".