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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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Conservation Techniques and Studies
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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
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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.

378 results · 1 filter active ·
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20002025
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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.
378 works in the cohort · of 4,299,418page 1 of 8

Labels cover 0 of 378 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 378 of 378 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Characterization of Chemical Exposures in Hairdressing Salons
France Labrèche, J.W. Forest, Mylène Trottier, Michèle Lalonde, Robert Simard
2003· article· en· Applied Occupational and Environmental Hygiene· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
61
citations
afffundunlabeled
Decolonizing climate change–heritage research
Nicholas P. Simpson, Joanne Clarke, Scott Allan Orr, Georgina Cundill, Ben Orlove, Sandra Fatorić +11 more
2022· article· en· Nature Climate Change· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
50
citations
aboutno affunlabeled
Thermal Accelerated Ageing Test Method Development
P. Bégin, Emilia Kamińska
2002· article· en· Restaurator International Journal for the Preservation of Library and Archival Material· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
affno abstractunlabeled
Diagnostics of wall paintings: A smart and reliable approach
Стефано Сфарра, Clemente Ibarra‐Castanedo, Mariagrazia Tortora, Lorenzo Arrizza, Giorgio Cerichelli, Iole Nardi +1 more
2015· article· en· Journal of Cultural Heritage· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
38
citations
venueno affunlabeled
Oddy Tests: Adding the Analytical Dimension
Gail Gali Beiner, Miriam Lavi, Hadas Seri, Anna Voloshenko Rossin, Ovadia Lev, Jenny Gun +1 more
2015· article· en· Collection Forum· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
12
citations
aboutno affunlabeled
Conservation Heating 24 Years On
Nigel Blades, Katy Lithgow, Sarah Staniforth, Bob Hayes
2018· article· en· Studies in Conservation· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
8
citations
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