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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.

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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Journal of Research in Special Educational Needs
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Retraction
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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
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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.

37 results · 1 filter active ·
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20032025
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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.
37 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 37 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 37 of 37 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Inclusive attitudes: a pre‐service analysis
Thomas G. Ryan
2009· article· en· Journal of Research in Special Educational Needs· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
54
citations
affunlabeled
Some ideologies of disability
Colin Low
2006· article· en· Journal of Research in Special Educational Needs· Social Sciences
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
The labelling approach to deviance
Prudence Rains, John L. Kitsuse, Troy Duster, Eliot Freidson
2003· article· en· Journal of Research in Special Educational Needs· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
aboutno affno abstractunlabeled
PROFESSIONAL LEARNING FOR INCLUSION IN CANADA
2016· article· en· Journal of Research in Special Educational Needs· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
4
citations
affunlabeled
A study of inclusive practices
Cheryll Duquette
2016· article· en· Journal of Research in Special Educational Needs· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
2
citations

How this was built: Screen · Findings · About