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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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Written Communication
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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.

34 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.
34 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 34 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 34 of 34 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Writing’s on the Board
2011· article· en· Written Communication· Social Sciences
distilled prediction:candidate · stsconsensus · none
112
citations
affaboutunlabeled
Commitments to Academic Biliteracy
2005· article· en· Written Communication· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
73
citations
affunlabeled
The Quotation Theory of Writing
2013· article· en· Written Communication· Psychology
distilled prediction:candidate · noneconsensus · none
45
citations
affunlabeled
Idea Generation in Student Writing
2016· article· en· Written Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
43
citations
affunlabeled
Tasks, Ensembles, and Activity
2003· article· en· Written Communication· Social Sciences
distilled prediction:candidate · noneconsensus · none
43
citations
affunlabeled
The Trial of the Expert Witness
2009· article· en· Written Communication· Psychology
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
The Reader Written
2001· article· en· Written Communication· Arts and Humanities
distilled prediction:candidate · stsconsensus · none
2
citations
affunlabeled
“Someone Just Like Me”
2016· article· en· Written Communication· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations

How this was built: Screen · Findings · About