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Record W3121980427

Telecommunications Carriers and the 'Duty to Serve'

2012· article· en· W3121980427 on OpenAlexaboutno aff
Michael H. Ryan

Bibliographic record

VenueSSRN Electronic Journal · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsDutyStatutory lawUniversal serviceBusinessService (business)TelecommunicationsTelecommunications serviceScope (computer science)Order (exchange)LawEngineeringPolitical scienceComputer scienceFinanceMarketing
DOInot available

Abstract

fetched live from OpenAlex

Telephone companies share with other public utilities a common law duty to provide their services on demand, at a reasonable price and without unreasonable discrimination. In Canada, this common law duty exists alongside statutory service obligations imposed on telecommunications carriers and regulatory policies promoting universal access to basic telecommunications services. Some argue that, in the modern environment, where a wide range of telecommunications services is available on a near-universal basis from a profusion of suppliers, the duty to serve has become an anachronism and that carriers should now be relieved of such obligations. There are others, however, who caution that the elimination of the duty to serve might jeopardize the continuation of service to geographically remote areas and should therefore be retained. Still others advocate expanding the duty to include broadband in order to facilitate wider access to high speed Internet services. The debates surrounding these issues reveal that there is no consensus about the scope of the duty to serve. This article seeks to clarify the parameters of the common law duty to serve and discusses how that duty interrelates with carriers’ statutory service obligations and regulatory policies promoting universal service.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.583
Threshold uncertainty score0.830

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0090.038
Scholarly communication0.0090.005
Open science0.0010.004
Research integrity0.0070.005
Insufficient payload (model declined to judge)0.0040.000

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 head0.011
GPT teacher head0.285
Teacher spread0.274 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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
Published2012
Admission routes1
Has abstractyes

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