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Record W7079711610 · doi:10.26108/wr7e-n390

Great harbour

2025· other· en· W7079711610 on OpenAlexaboutno aff

Bibliographic record

VenueAcadiaU-DEV · 2025
Typeother
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsStyle (visual arts)Meaning (existential)TributeArchitectureSAINTTower

Abstract

fetched live from OpenAlex

This creative writing thesis <em>Great Harbour</em> is a short story cycle that explores the relationship between people and place. The cycle consists of four short stories and follows a group of four young roommates living in Halifax, Nova Scotia. Each of the stories focuses in on one of the main characters and their experiences with a different piece of Halifax architecture. The stories are titled in accordance with the architectural style of the featured building: “Brutalist” features the Killam Memorial Library, “Palladian” features Saint Paul’s Anglican Church, “Folk” features the Maud Lewis House in the Art Gallery of Nova Scotia, and “Eclectic” features a fictional house that is inspired by the Victorian Eclectic style houses on Tower Road. In addition to focusing on structures, his thesis explores the important role that camaraderie plays in establishing home. The architecture allows the characters to find their place in the broader community, to strengthen their friendships with one another, and to discover that “home” can be found anywhere. The title <em>Great Harbour</em> is the English translation of <em>Kjipuktuk</em>, the Mi’kmaq word for Halifax. The word “harbour” is derived from the Old English word <em>herebeorg</em>, meaning “shelter or refuge” and, in addition to being a tribute to the Halifax harbour, reflects the community of stories, buildings, and people who are brought together in this cycle.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.036
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.010
GPT teacher head0.223
Teacher spread0.213 · 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
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
Published2025
Admission routes1
Has abstractyes

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