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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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Voice and Speech Review
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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
fundfunder
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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.

29 results · 1 filter active ·
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20072025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
29 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 29 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 29 of 29 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
David Smukler: My Journey to Now
David Smukler
2019· article· en· Voice and Speech Review· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affaboutunlabeled
Betty Moulton: My Journey to Now
Betty Moulton, Jane Macfarlane
2019· article· en· Voice and Speech Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Speech stereotypes: good vs. evil
Amy Stoller, Eric Armstrong, Kim James Bey, Doug Honorof, Adrianne Moore
2014· article· en· Voice and Speech Review· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Cross-Disciplinary Research and Scholarship
Shannon Vickers
2023· article· en· Voice and Speech Review· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Essay Speaking Physical Sentences
Mark Ingram
2007· article· en· Voice and Speech Review· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
VASTA President’s note
Betty Moulton
2017· article· en· Voice and Speech Review· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
<i>Voicing Creativity</i> Podcast
Johanna Frank, Michelle MacArthur
2024· article· en· Voice and Speech Review· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Canadian Voice
Shannon Vickers
2023· article· en· Voice and Speech Review· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
The Woman’s Voice
Cathy Wilmot
2024· article· en· Voice and Speech Review· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Editor’s Note: Gratitude to an Editor of Note
Shannon Vickers
2023· article· en· Voice and Speech Review· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About