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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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Phonetics and Phonology Research
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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
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,728 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,728 works in the cohort · of 4,299,418page 1 of 55

Labels cover 3 of 2,728 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 2,728 of 2,728 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Pronunciation Fundamentals
Tracey M. Derwing, Murray J. Munro
2015· book· en· Language learning and language teaching· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
606
citations
affunlabeled
The Contrastive Hierarchy in Phonology
B. Elan Dresher
2009· book· en· Cambridge University Press eBooks· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
580
citations
affunlabeled
THE MUTUAL INTELLIGIBILITY OF L2 SPEECH
Murray J. Munro, Tracey M. Derwing, Susan L. Morton
2006· article· en· Studies in Second Language Acquisition· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
489
citations
affunlabeled
Acoustic correlates of information structure
Mara Breen, Evelina Fedorenko, Michael Wagner, Edward Gibson
2010· article· en· Language and Cognitive Processes· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
432
citations
afffundno abstractunlabeled
Somatosensory basis of speech production
Stéphanie Tremblay, Douglas M. Shiller, David J. Ostry
2003· article· en· Nature· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
356
citations
fundvenueno affunlabeled
What Do ESL Students Say About Their Accents?
Tracey M. Derwing
2003· article· en· Canadian Modern Language Review/ La Revue canadienne des langues vivantes· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
325
citations
affunlabeled
DECONSTRUCTING COMPREHENSIBILITY
Talia Isaacs, Pavel Trofimovich
2012· article· en· Studies in Second Language Acquisition· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
305
citations
affaboutunlabeled
Assessing bilingual dominance
James Emil Flege, I. Mackay, Thorsten Piske
2002· article· en· Applied Psycholinguistics· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
300
citations
affno abstractunlabeled
Dorsal and Ventral Pathways for Prosody
Daniela Sammler, Marie‐Hélène Grosbras, Alfred Anwander, Patricia E.G. Bestelmeyer, Pascal Belin
2015· article· en· Current Biology· Psychology
distilled prediction:candidate · noneconsensus · none
270
citations
affunlabeled
ATR Harmony in African Languages
Roderic F. Casali
2008· article· en· Language and Linguistics Compass· Psychology
distilled prediction:candidate · noneconsensus · none
242
citations
fundvenueaboutno affunlabeled
Pronunciation Teaching Practices in Canada
Judy Breitkreutz, Tracey M. Derwing, Marian J. Rossiter
2001· article· en· TESL Canada Journal· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
237
citations
affno abstractunlabeled
Human voice perception
Marianne Latinus, Pascal Belin
2011· article· en· Current Biology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
234
citations
affunlabeled
In defense of soundiness
Benjamin Livshits, Manu Sridharan, Yannis Smaragdakis, Ondřej Lhoták, José Nelson Amaral, Bor-Yuh Evan Chang +4 more
2015· article· en· Communications of the ACM· Psychology
distilled prediction:candidate · open_scienceconsensus · none
229
citations
affaboutunlabeled
Toronto emotional speech set (TESS)
M. Kathleen Pichora‐Fuller, Kate Dupuis
2020· dataset· en· Borealis· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
209
citations
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