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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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Maritime and Coastal Archaeology
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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
aboutaboutness

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

1,465 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,465 works in the cohort · of 4,299,418page 17 of 30

Labels cover 2 of 1,465 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 1,465 of 1,465 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Wind gods
Gabriela Cursaru
2017· other· en· The Encyclopedia of Ancient History· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
An Atlantic roundhouse at Durcha, Sutherland
Andrew Dunwell, Derek Alexander, F. Robert Hunter, Nancy A. Murray
2000· article· en· Proceedings of the Society of Antiquaries of Scotland· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Advocate’s Devil
Jay C Martin
2015· article· en· The Public Historian· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Tramp-Shipping Regions
Robin Kundis Craig
2003· book-chapter· en· Liverpool University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Pelagic Sealing
A.B. Dickinson
2007· book-chapter· en· Liverpool University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Maritime Reflections
David Blackman
2019· article· en· Mouseion Journal of the Classical Association of Canada· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Ships/Shipbuilding
Phillip Reid
2024· reference-entry· en· Renaissance and Reformation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Rule Britannia
Mark Parent
2019· article· en· the general brock university Undergraduate journal of history· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Geomorphology of coastal Olympic National Park
Jon Riedel, Sharon Sarrantonio, Stephen Dorsch
2021· report· en· National Park Service· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Sytuacja prawna wraku RMS Titanic
Dariusz Rafał Bugajski
2022· article· en· Santander Art and Culture Law Review· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CityPlace US Coronet Head Cent
jherbst
2019· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations

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