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Record W2326982206 · doi:10.1386/rjao.11.2.137_1

Beyond campus borders: Canadian campus radio and community representation on the FM dial

2013· article· en· W2326982206 on OpenAlex
Brian Fauteux

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueRadio Journal International Studies in Broadcast & Audio Media · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicRadio, Podcasts, and Digital Media
Canadian institutionsnot available
Fundersnot available
KeywordsBroadcasting (networking)Radio programRadio broadcastingCommissionTelecommunicationsGovernment (linguistics)Political scienceBusinessAdvertisingEngineeringComputer scienceComputer securityLaw

Abstract

fetched live from OpenAlex

Abstract At a time when a number of prominent American college stations have moved online, the processes by which Canadian campus stations acquired FM licences exemplifies what can potentially be lost when stations move off the dial, as may occur if the Internet is assumed to be the most viable means of distributing alternative and community radio. The Canadian Radio-television and Telecommunications Commission (CRTC) first licensed campus radio in 1975. The licensing of community and campus stations by the CRTC represented not only the recognition of community media initiatives by the Canadian government but also the expansion of radio broadcasting on Canadian university and college campuses. This article addresses on-campus radio broadcasting in the years leading up to the FM licensing of three campus radio stations in Canada. Before stations crafted mandates catered to their communities that ensured the broadcasting of culturally and musically diverse content, many stations existed as insular radio clubs or closed-circuit stations that circulated through various university buildings. The transition from broadcasting within campus borders to FM broadcasting, as exemplified by CHMA, CKUW and CiTR, points to concerted efforts by groups and individuals who strove to expand the boundaries of campus radio. FM licences were acquired through administrative work and concerted campaigns by campus radio practitioners, who sought to reflect and represent local musical and cultural activity and increase its prominence in the wider community.

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.

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)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.318
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.060
GPT teacher head0.356
Teacher spread0.296 · 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