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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Journal of Cultural Analytics
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

199 results · 1 filter active ·
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20162025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
199 works in the cohort · of 4,299,418page 3 of 4

Labels cover 0 of 199 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 199 of 199 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
A Counterfactual Canon
Fedor Karmanov, Joshua Kotin
2024· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Sylvia Beach's Final Book
Keri Walsh
2024· article· en· Journal of Cultural Analytics· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affunlabeled
Reassembling the English Novel, 1789–1919
Allen Riddell, Michael Betancourt
2021· article· en· Journal of Cultural Analytics· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueunlabeled
Can We Map Culture?
Ted Underwood, Richard Jean So
2021· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Detecting Footnotes in 32 million pages of ECCO
Sherif Abuelwafa, Sara Zhalepour, Ehsan Arabnejad, Mohamed Mhiri, Emilienne Greenfield, James P. Ascher +6 more
2018· article· en· Journal of Cultural Analytics· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
The Migrant Letter Digitised: Visualising Metadata
Niall Moreton O'Leary, Emma Moreton
2017· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
The Canon of Dutch Literature According to Google
Lucas van der Deijl, Antal van den Bosch, Roel Smeets
2019· article· en· Journal of Cultural Analytics· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Content-Era Ethics
T. Michael McNulty
2021· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Time Maps: Theory and Method
Sean A. Yeager
2023· article· en· Journal of Cultural Analytics· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Computation and Form, Reconsidered
Tess McNulty, Laura Alice Chapot
2025· article· en· Journal of Cultural Analytics· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Are We Breaking the Social Contract?
Giovanni Colavizza
2020· article· en· Journal of Cultural Analytics· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Against Conglomeration
Dan Sinykin, Edwin Roland
2021· article· en· Journal of Cultural Analytics· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations

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