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Record W241430992

Madeleine Thien. Certainty

2007· article· fr· W241430992 on OpenAlexvenueaboutno aff
Susan Fisher

Bibliographic record

VenueCanadian ethnic studies · 2007
Typearticle
Languagefr
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsCertaintyWifeHistoryNothingSpanish Civil WarWorld War IIGender studiesArt historyAncient historySociologyLawPolitical scienceArchaeologyPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

Madeleine Thien. Certainty. Toronto: McClelland and Stewart, 2006. 320 pp. $32.99 hc. $21.00 sc. In Canada, World War II is usually remembered as a European war. When Remembrance Day comes round, it is footage of Canadians fighting in Italy and Normandy that dominates the television specials. But for many Asian Canadians, what looms largest in memory is not the conflict in Europe but events in the Pacific theatre: the Japanese colonization of Korea and Manchuria, and the advance of the Japanese army through South East Asia. Three recent Canadian novels, Dennis Bock's The Ash Garden, Kerri Sakamoto's One Hundred Million Hearts, and Rui Umezawa's The Truth about Death and Dying, look at World War II from an Asian perspective. So too does Madeleine Thien's new novel Certainty. Although much of Thien's novel takes place in contemporary Vancouver, the central event (inasmuch as Certainty has one) occurs during the Japanese retreat from Borneo in 1945. Matthew Lin, then a young boy, sees his father murdered by the Japanese troops. His childhood sweetheart, Ani, is left an orphan by the chaos of war. These wartime losses cannot be forgotten or left behind, even though Matthew ultimately emigrates to Canada, and Ani ends up living in the Netherlands. Certainty is nothing if not ambitious. It tackles serious themes -- war, grief, race, memory, AIDS. Its canvas is large: the settings include Vancouver, Sandakan (in Borneo), Jakarta, Melbourne, Hong Kong, and the Netherlands. So too is the cast of characters: Matthew and his wife, Clara, their daughter, Gail, and her husband, Ansel, Ani and her husband, Sipke. The novel spans more than fifty years, but it is not presented in chronological order. Divided into nine sections, each of which begins in a specific rime and place, Certainty shuttles constantly among its varied settings and time frames. However, Certainty, for all its ambition and complexity, is thin. A major problem is that it has no compelling central character. Gail, Matthew's Canadian-born child, would seem the logical anchor; she is the one who investigates the past and struggles to understand its effect on the present. But Gail is already dead when the novel begins, a youthful victim of pneumonia. There are sections that deal with her relationship with Ansel and her career as a radio producer; the sections set in the Netherlands, to which Gail travels to find out about her father's past with Ani, feature Gail as focalizer. But Gail has neither enough substance nor prominence to hold the novel together. A second problem is that there is not much in the way of plot. Thien introduces a diary written in code by a Canadian POW during his years in a Japanese POW camp. …

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.570
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.004
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.002

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 head0.139
GPT teacher head0.370
Teacher spread0.231 · 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
GenreReview

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
Published2007
Admission routes2
Has abstractyes

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