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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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Photography and Visual Culture
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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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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.

1,147 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.
1,147 works in the cohort · of 4,299,418page 2 of 23

Labels cover 3 of 1,147 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 1,147 of 1,147 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.

venueno affunlabeled
The rising tide of photographs
Annebella Pollen
2019· article· en· Captures· Arts and Humanities
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Encapsulations
André Jansson
2007· article· en· Space and Culture· Arts and Humanities
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
The man, the image and the world : a retrospective
Henri Cartier-Bresson, Philippe Arbaïzar, Jane Brenton, Bibliothèque nationale
2003· book· en· Thames & Hudson eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
4
citations
affvenueunlabeled
When the Carousel stops turning …
Martha Langford
2015· article· en· Intermédialités Histoire et théorie des arts des lettres et des techniques· Arts and Humanities
machine prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
Photographic Memory
Kate Flint
2009· article· en· Romanticism and Victorianism on the Net· Arts and Humanities
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Curating Visual Archives of Sex
Ashkan Sepahvand, Meg Slater, Annette F. Timm, Jeanne Vaccaro, Heike Bauer, Katie Sutton
2022· article· en· Radical History Review· Arts and Humanities
machine prediction:candidate · noneconsensus · none
4
citations
venueno affunlabeled
Fototopografia: The “Futures Past” of Surveying
Jan von Brevern
2011· article· en· Intermédialités Histoire et théorie des arts des lettres et des techniques· Arts and Humanities
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affunlabeled
Hearst the Collector
Mary L. Levkoff
2008· book· en· Medical Entomology and Zoology· Arts and Humanities
machine prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Writing the body: The hypertext of photography
Kalli Paakspuu
2009· article· en· International Journal of Media and Cultural Politics· Arts and Humanities
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
The Undiagnosed Patient in Christina's World
Aleksandar Radonjic
2019· article· en· The American Journal of Medicine· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Canada in the Frame
Philip Hatfield
2018· book· en· UCL Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
2
citations
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