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Record W3124185145

Changing the Channel on Canadian Communications Regulation

2016· article· en· W3124185145 on OpenAlexaboutno aff
Benjamin Dachis, Daniel Schwanen

Bibliographic record

VenueC.D. Howe Institute Commentary · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsMandateTelecommunicationsBroadcasting (networking)Competition (biology)Government (linguistics)BusinessCompetitor analysisCommunications lawPolitical sciencePublic relationsMarketingLawEngineeringComputer science
DOInot available

Abstract

fetched live from OpenAlex

Canada’s communications and broadcasting world has changed dramatically in recent decades. And more changes are coming. But our communications and broadcasting statutes and regulations have not kept pace. Technology changes have enabled new services like Netflix that are changing fundamentally how Canadians watch TV. Various technologies now provide broadband access to a worldwide ocean of Internet content, with different wireless and wireline platforms competing for subscribers. Yet Canadian regulation of the communications sector still rests on a model born in an earlier era of over-the-air television broadcasting and technological constraints that inhibited competition among communications carriers. A recently announced federal government review of Canadian communications and broadcasting policies should ask specific questions about current policies: Does the Canadian Radio-television and Telecommunication’s (CRTC’s) regulatory approach intensify competition or merely help individual companies or interest groups? Does the framework for mandating access to essential facilities encourage investment in innovative communications technologies? What, if anything, should the federal government do to put Canadian broadcasters on a level playing field with international competitors? What role, if any, should Ottawa play to ensure that Canadians have a choice of compelling TV viewing options that tell Canadian stories? This Commentary argues that the federal government review of broadcasting and communications policy should conclude that: • Ottawa should construct a unified policy framework for the Broadcasting Act and the Telecommunications Act that recognizes the convergence in conduits for accessing and delivering content; • Ottawa should eliminate the CRTC’s responsibility for Canadian cultural promotion and mandate the Department of Canadian Heritage to assume the role of articulating a policy framework for Canadian content; • To finance Canadian content, government should not impose specific taxes on broadcasters, broadband providers or on content streamed via broadband, such as Netflix. Instead, Ottawa should support Canadian content production directly from general revenues. The federal government should also eliminate exhibition quotas for Canadian TV programming and replace them with subsidies or tax preferences for connecting Canadian audiences to Canadian content; • The CRTC should face more economic and legal rigour in its hearings and defer to the Competition Bureau in countering specific anti-competitive conduct, protecting consumers and reviewing mergers; and • Rather than support new entrants in spectrum auctions, the federal government should eliminate foreign ownership restrictions on Canadian communications companies and maximize the public benefits from the use of spectrum but defer to the Competition Bureau to counter anti-competitive conduct in spectrum acquisition. These reforms would fundamentally change how Ottawa regulates Canadian broadcasting and communication. It is time for federal broadcasting and communications policy to keep pace with changing technology.

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)0.015
metaresearch head score (Gemma)0.047
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: Commentary · Consensus signal: Commentary
Teacher disagreement score0.749
Threshold uncertainty score0.869

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.047
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0030.005
Science and technology studies0.0340.020
Scholarly communication0.0210.007
Open science0.0060.006
Research integrity0.0330.027
Insufficient payload (model declined to judge)0.0110.002

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 head0.050
GPT teacher head0.300
Teacher spread0.250 · 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
GenreCommentary

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
Published2016
Admission routes1
Has abstractyes

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