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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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Educational Challenges and Innovations
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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
aboutaboutness

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

121 results · 1 filter active ·
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20002025
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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.
121 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 121 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 121 of 121 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Personality traits and learner success
2018· article· en· Language Teaching Research· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
fundvenueno affunlabeled
57.2 Front Matter
2011· article· en· Alberta Journal of Educational Research· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundvenueno affunlabeled
57.1 Front Matter
2011· article· en· Alberta Journal of Educational Research· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundvenueno affunlabeled
57.4 Front Matter
2012· article· en· Alberta Journal of Educational Research· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Education as a healing process
2007· article· en· eScholarship@McGill (McGill)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
fundno affunlabeled
Education for Awakening
2025· book· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
On Teachers’ Social Culture
2015· article· en· Cross-cultural communication· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affno abstractunlabeled
Introduction to "Cherishing All the Children Equally"
2016· book-chapter· en· Trinity's Access to Research Output (TARA) (Trinity College Dublin)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Character First/CARACTERE D'ABORD
2010· article· en· Cross-cultural communication· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Temeljna pitanja etike u novinarstvu i upravljanju medijima
2000· article· hr· Medijska istraživanja : znanstveno-stručni časopis za novinarstvo i medije· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
aboutno affno abstractunlabeled
Kako istražuju djeca
2013· article· hr· Hrčak Portal of scientific journals of Croatia (University Computing Centre)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Exploring the Bases of Holistic Education
2017· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · stsconsensus · none
0
citations
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How this was built: Screen · Findings · About