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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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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
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.

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 3 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. 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
Conservation Science
Alison D. Murray, Amandina Anastassiades
2018· other· en· The Encyclopedia of Archaeological Sciences· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Monitoring the Damage of Exterior Renders Caused by the Environment
Monika Čáchová, Jaroslava Koťátková, Dana Koňáková, Eva Vejmělková, Martin Keppert, Pavel Reiterman +2 more
2016· article· en· International Journal of Sustainable Development and Planning· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
A vision for documenting and sharing knowledge in conservation
Mark W. Schwartz, Dyhia Belhabib, Duan Biggs, Carly N. Cook, James Fitzsimons, Anthony J. Giordano +13 more
2018· article· en· Conservation Science and Practice· Arts and Humanities
machine prediction:candidate · open_scienceconsensus · none
2
citations
afffundaboutunlabeled
HERITAGE DOCUMENTATION AND DIGITAL PRESERVATION: THE USE OF CLOUD-BASED SERVICES FOR HERITAGE CONSERVATION (THE CASE OF ST. ALBERT RIVER LOTS)
Shabnam Inanloo Dailoo, Amirmohamad Farrokhi, Chenxi Lu
2023· article· en· ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
10.51847/z6xUTnL
2000· article· en· Time to knit· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Canadian Conservation Institute
Jeanne Inch
2013· article· en· Collections A Journal for Museum and Archives Professionals· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
A Tale of Two Systems
Catharine Hawks, Robert Waller
2013· article· en· Collections A Journal for Museum and Archives Professionals· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Striking Gold at The Royal Mint
Will Stirling
2023· article· en· Manufacturing Management· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Challenges and approaches in conserving New Ink Art
Angela Wai-sum Liu, Athena Kin-kam Wong, Evita S. Yeung
2016· article· en· Studies in Conservation· Arts and Humanities
machine prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About