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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.

274 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.
274 works in the cohort · of 4,299,418page 5 of 6

Labels cover 6 of 274 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 274 of 274 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affgemma · no categorygpt · no categorymodels agree
Moccasin on One Foot, High Heel on the Other
April Vannini
2008· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Residuals of Death
Jennifer Lapum
2008· article· en· Qualitative Inquiry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
afffundunlabeled
(Nurse)—Writing With the Wolves
Nancy Viva Davis Halifax, Gail J. Mitchell
2013· article· en· Qualitative Inquiry· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Spoiled in Academia
Karen V. Lee
2005· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
I Reach for Rum
Maria P. Wong
2008· article· en· Qualitative Inquiry· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Death—A Poem
Jennifer Lapum
2011· article· en· Qualitative Inquiry· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Roots/Routes
Dalene M Swanson
2008· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
The Prosthetic Space of Art
jan jagodzinski
2015· article· en· Qualitative Inquiry· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Roots/Routes
Dalene M Swanson
2008· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
A Slice of Diversity
Akin Taiwo
2014· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
2
citations
affunlabeled
The Constitutive Nature of Vital Signs
Catherine Phillips
2012· article· en· Qualitative Inquiry· Health Professions
distilled prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Glasses You Put On
Serap Asar Brown
2022· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Every Seashell Is a Story
Ellyn Lyle
2023· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
anecdotal
Monica Prendergast
2019· article· en· Qualitative Inquiry· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
afffundunlabeled
Settler Research in Indigenous Country
Vicki Chartrand
2025· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
Social Dreaming: Fabulating Ecologies
Andrew Goodman, Erin Manning
2022· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
Water Stories
Celeste Snowber
2023· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Red Thread Dancing|Feather Dreaming
Darlene St. Georges, Alexandra Fidyk
2023· article· en· Qualitative Inquiry· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Space in Between
Serap Asar Brown
2022· article· en· Qualitative Inquiry· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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