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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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Reflective Practices in Education
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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.

1,442 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.
1,442 works in the cohort · of 4,299,418page 5 of 29

Labels cover 9 of 1,442 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 1,442 of 1,442 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
E-notes
2003· article· en· ACM SIGCSE Bulletin· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
18
citations
affunlabeled
A Fugue About Grief
2006· article· en· Qualitative Inquiry· Social Sciences
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Peer coaching in a school in Cairo, Egypt
2019· article· en· International Journal of Mentoring and Coaching in Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Teaching with presence
2006· article· en· New Directions for Adult and Continuing Education· Social Sciences
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Perspectives on Pedagogy
2013· article· en· Curriculum Inquiry· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
14
citations

How this was built: Screen · Findings · About