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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.

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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
Retraction
Abstract
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Label agreement
Label status

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
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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.

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 18 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.

aboutno affunlabeled
CityPlace US Coronet Head Cent
jherbst
2019· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
CityPlace Schooner Chisel with Broad Arrow
jherbst
2020· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CityPlace Schooner Chisel with Broad Arrow
jherbst
2020· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Naval Chronicle
James Stanier Clarke, John McArthur
2010· book· en· Cambridge University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Malta
Barry Turner
2004· book-chapter· en· Palgrave Macmillan UK eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
9 PERAN KAIN KULIT KAYU DI SULAWESI TENGAH
Eija-Maija Kotilainen
2022· article· it· LOBO Annals of Sulawesi Research· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affgemma · stsgpt · stsmodels split
Volatile Atmosphere: A Tkaronto Archive
Sophia Jaworski
2025· article· en· Engaging Science Technology and Society· Arts and Humanities
machine prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Misplaced Memory
Tom Wilber
2023· book-chapter· en· Cornell University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
THE FALERII NOVI PROJECT: THE 2024 SEASON
Seth Bernard, Margaret Andrews, Emlyn Dodd, Stephen Kay
2025· article· en· Papers of the British School at Rome· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Boat People’s Lives in Canada:
2025· book-chapter· McGill-Queen's University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Book review: laut bercerita, the sinking of untold tales
Majid Wajdi, Erma Artajosi Putri, Ni Putu Radha Savitri Maheswari Putri, Ni Luh Novia Ariyanti, I Gede Bagus Ananda Sinanditha, Anak Agung Radha Regita Maharani +2 more
2023· article· en· Journal of Language, Literature, Social and Cultural Studies· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Sweet Water on the Sea Route to China
Elizabeth Lambourn
2022· article· en· Al-ʿUsur al-Wusta· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
North American Cultural Heritage Law
Derek Fincham
2020· book-chapter· en· Oxford University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
AECL (Canada)
2012· article· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Photo 1
Ashley Romero
2025· article· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Photo 3
Ashley Romero
2025· article· Cultural and Pedagogical Inquiry· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
How to Read Oceanic Art.
Nicolas Garnier
2016· article· en· Pacific Affairs· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Ephemeral Coast, S. Wales
Celina Jeffery
2014· book· en· Punctum Books· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Byron and the Greek Sublime
Peter W. Graham
2006· article· fr· Revue de l’Université de Moncton· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
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