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Record W7025453709

Western News looks back on 2017

2017· article· en· W7025453709 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship@Western (Western University) · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicMedia Studies and Communication
Canadian institutionsnot available
Fundersnot available
KeywordsHonourMainstreamDiplomacyDistrustSkepticismHeadlineHomelandNoticeWatson
DOInot available

Abstract

fetched live from OpenAlex

We are certain Igor Sergeyevich Gouzenko had no idea what he started.In 1945, Gouzenko, a cipher clerk at the Soviet Embassy in Ottawa, sparked an international incident when he defected to Canada. The move would have gone unnoticed by history, or at best relegated to footnote status, had Gouzenko not brought along more than 100 documents proving the existence of a Soviet spy ring in Canada.The ensuing firestorm, and intense distrust and paranoia created by the discovery, helped fuel the Cold War. As you might guess, that decision would colour the rest of Gouzenko’s life, much of it spent in hiding under an assumed name until his death in 1982.But his actions also changed something fundamental about how we cover the news.Or, at least, how we review it.In 1946, the Canadian Press (CP) named Gouzenko its first Canadian Newsmaker of the Year. Ever since, media outlets across Canada and the world have paused each year’s end to reflect on individuals who shaped the year that was.CP continues the tradition to this day. Last year, the wire service named Gord Downie the winner after his fight with terminal brain cancer struck a chord with Canadians. Pierre Trudeau received the honour eight straight times from 1968-75, and 11 times overall. Trudeau The Younger was so honoured for the first time in 2015.Although unique to Canada in 1946, the Newsmaker practice wasn’t a new idea for mainstream media even then. Time magazine had been naming a Man of the Year (changed to Person of the Year in 1999) since 1927.That year, they chose Charles Lindbergh. At 25, he remains the youngest selection to date.The magazine’s move, however, was not based on celebrating an aviation pioneer, but on covering its own backside. In one of the great underplays in journalistic history, Time magazine failed to put Lindbergh on the cover of its magazine the week after he became the first person to fly solo across the Atlantic Ocean. Andre Tardieu, who two years later would rise to prime minister of France, took the cover that day.Seemingly every year since, every newspaper and magazine has come up with its own version of the tradition. Part contemplative retrospective, part generating news during the calendar’s slowest period, newsmakers are one of those old-time traditions we cannot help but love.Today, we offer you the 8th annual Western News Newsmakers of the Year – a celebration of some of the people, places and things that shaped the year at this institution.Before we start looking ahead to 2018 – we take one last look at 2017.Here’s to the year that was.The Showman: Michael RubinoffThe Advocate: Christy BressetteThe Playcaller: Christine StapletonThe Champions: Mustang AthleticsThe Bridge: Juan Luis SuárezThe Racer: Pete McLeodThe Adventurer: Steve DenglerThe Athlete: Joy Spear Chief-MorrisThe Defender: Patrick MahonThe Reimaginer: Kathryn BrushThe Scholar: Levi HordThe Ally: Shoaib RizviThe Voice: Adrianne PieczonkaThe Director: Janice ForsythThe Future: Time CapsuleThe Face: Melvyn GoodaleThe Reviver: Madalena KozachukThe Front Line: Shane Smith and Vivian McAlisterThe Poet: Erik MandaweThe Playwright: Camille IntsonThe Author: David HuebertThe Next Generation: Sarah SvenningsenThe Image: #ILookLikeASurgeon

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.555
Threshold uncertainty score0.634

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0020.001
Scholarly communication0.0090.004
Open science0.0010.002
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.5550.621

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 head0.219
GPT teacher head0.385
Teacher spread0.166 · 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.

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
Published2017
Admission routes1
Has abstractyes

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