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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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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.

284 results · 1 filter active ·
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20012025
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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.
284 works in the cohort · of 4,299,418page 3 of 6

Labels cover 0 of 284 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 284 of 284 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
The Unknown Student
Fraser McCallum
2017· article· en· Public· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Umwelt Microbiana
Joel Ong, Mick Lorusso
2019· article· en· Public· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Time is of the Essence
Katie Kehoe
2025· article· en· Public· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Sam Vernon, Rage Wave
Elizabeth Handley-Derry
2019· article· en· Public· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Pulsating Abundance
2025· article· en· Public· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Fragile Foundations
Tapo Chimbganda
2025· article· en· Public· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Rock, stone
Sheila A. Stewart
2024· article· en· Public· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
LEFT_CHANNEL
Geronimo Inutiq
2016· article· en· Public· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Ache of Being
Wayne Dunkley
2025· article· en· Public· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Where the Land Remembers Us
Ann Marie Beals
2025· article· en· Public· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Alexander Wilson: Heart and Mind
John Greyson, Stephen Andrews
2022· article· en· Public· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Geoffrey Pugen’s Apocalyptic Utopias
Marilyn Adlington
2020· article· en· Public· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
take care
Karice Mitchell
2023· article· en· Public· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Drama Trauma
Ian Balfour
2013· article· en· Public· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Fervor Forever
Nicole Brossard
2022· article· en· Public· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
On Talking to Bees
Cameron Cartiere
2019· article· en· Public· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Beads they’re sewn so tight
Adrienne Huard
2020· article· en· Public· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Spiral Staircase Slides
SK Dyment
2022· article· en· Public· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Ownership and culture
Imre Szemán
2014· article· en· Public· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Introduction to PUBLIC 67
Bridget Cauthery, Osborn Jonathan
2023· article· en· Public· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Hosts and guests
2016· article· en· Public· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
To Feed an Army
Maya J.S. Bastian
2025· article· en· Public· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Attention’s Deficit
Eva-Lynn Jagoe
2017· article· en· Public· Neuroscience
distilled prediction:candidate · noneconsensus · none
0
citations
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