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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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Education and Critical Thinking Development
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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.

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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.

2,368 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.
2,368 works in the cohort · of 4,299,418page 5 of 48

Labels cover 9 of 2,368 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 2,368 of 2,368 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
Roots of Empathy.
Mary Gordon
2001· article· en· Journal of Childhood Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Interpretive and Critical Evaluation
Patricia Cranton
2001· article· en· New Directions for Teaching and Learning· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
31
citations
venueno affunlabeled
Thinking Creatively; Thinking Critically
Julie C. FORRESTER
2009· article· en· Asian Social Science· Social Sciences
distilled prediction:candidate · stsconsensus · none
29
citations
affaboutunlabeled
What's Wrong with Didacticism?
Charles Repp
2012· article· en· The British Journal of Aesthetics· Social Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Critical Issues: Researching Complexity
Dennis Sumara
2000· article· en· Journal of Literacy Research· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
aboutno affunlabeled
Argument-Driven Inquiry.
Victor Sampson, Jonathon Grooms, Joi P. Walker
2009· article· en· The Science Teacher· Social Sciences
distilled prediction:candidate · noneconsensus · none
26
citations
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How this was built: Screen · Findings · About