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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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LEARNing Landscapes
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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.

691 results · 1 filter active ·
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20072025
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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.
691 works in the cohort · of 4,299,418page 12 of 14

Labels cover 0 of 691 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 691 of 691 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Arts: Inspiration for Life
Anne-Sophie Grenier
2008· article· en· LEARNing Landscapes· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Statement of Purpose
Lynn Butler-Kisber
2023· article· en· LEARNing Landscapes· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Statement of Purpose
Lynn Butler-Kisber
2025· article· en· LEARNing Landscapes· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Beginning Again
Melanie Glaves, Sean Lessard, D. Jean Clandinin
2025· article· en· LEARNing Landscapes· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Review Board (Vol. 16)
Christine Houde
2023· article· en· LEARNing Landscapes· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Review Board (Vol. 13)
David Stephen Mitchell
2020· article· en· LEARNing Landscapes· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Statement of Purpose
David Mitchell
2019· article· en· LEARNing Landscapes· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Statement of Purpose
Farzaneh Babazadeh
2017· article· en· LEARNing Landscapes· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Review Board
Farzaneh Babazadeh
2014· article· en· LEARNing Landscapes
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Review Board
Farzaneh Babazadeh
2009· article· en· LEARNing Landscapes
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Life-Long Readers of Poetry? Why Not?
Patrick Dias
2009· article· en· LEARNing Landscapes· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Stepping Up to Leadership
Natalie Domey
2008· article· en· LEARNing Landscapes· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
venueno affunlabeled
The Classroom as Studio—The Studio as Classroom
Nicole Bourassa
2008· article· en· LEARNing Landscapes· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Que du Love
Amelia Segrera, Fabiana Diaz, Marilia Beltrame, Karl-André St-Victor
2024· article· en· LEARNing Landscapes· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Education for Its Own Sake
Elizabeth May
2010· article· en· LEARNing Landscapes· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Statement of Purpose
Farzaneh Babazadeh
2012· article· en· LEARNing Landscapes· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
A Space to Learn
CJ Dalton
2012· article· en· LEARNing Landscapes· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
afffundvenueunlabeled
Editorial
Lynn Butler-Kisber
2023· editorial· en· LEARNing Landscapes
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
venueno affunlabeled
Boom. Tick. Bing! Writing Bodies In.
Susanne Gannon, Diem Chi Nguyen
2010· article· en· LEARNing Landscapes· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Statement of Purpose
Farzaneh Babazadeh
2008· article· en· LEARNing Landscapes· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Commentary: Writing Picture Books
Jane Yolen
2011· article· en· LEARNing Landscapes· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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