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Record W7013808676

Tune In

2006· other· en· W7013808676 on OpenAlexaboutno aff

Bibliographic record

VenueSHURA (Sheffield Hallam University Research Archive) (Sheffield Hallam University) · 2006
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsHobbyPortraitAmateurThe artsMovie theaterPolitics
DOInot available

Abstract

fetched live from OpenAlex

A portrait of the fascinating world of amateur radio operators, better known as HAMS. Dealing with the politics of space and social communication, Tune In blends documentary and abstract audio to reflect on the use of DIY radio equipment in an ever-changing modern world. 'The Space-age hobby where the world is your friend.'
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\n"An unusual delight...beautifully composed study of a dying breed of enthusiasts and hobbyists...The more I think about this film the more I love it and it well deserved to be fifteen minutes long which few films do." – Ben Blaine Shooting People Film Programmer 2006
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\n"An astute and affectionate portrait on the unseen community of HAM radio enthusiasts." – London Film Festival 2006
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\nCommissioned by Film London Artists' Moving Image Award (LAFVA). Funded by Arts Council England with the support of Film London
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\n– Distribution vTape! Toronto, Canada & Blanche Pictures
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\nhttp://www.blanchepictures.com/films/tunein.htm

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Bibliometrics, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.170
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0180.007
Science and technology studies0.0010.002
Scholarly communication0.0000.001
Open science0.0050.003
Research integrity0.0020.007
Insufficient payload (model declined to judge)0.0060.005

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.

Opus teacher head0.030
GPT teacher head0.266
Teacher spread0.236 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2006
Admission routes1
Has abstractyes

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