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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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Chaos, Complexity, and 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
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.

136 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.
136 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 136 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 136 of 136 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
A simple guide to chaos and complexity
2007· review· en· Journal of Epidemiology & Community Health· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
435
citations
venueno affunlabeled
Six Degrees: The Science of a Connected Age
2005· article· en· Complicity An International Journal of Complexity and Education· Computer Science
distilled prediction:candidate · noneconsensus · none
234
citations
affno abstractunlabeled
Laying down the law
2000· article· en· Nature· Computer Science
distilled prediction:candidate · noneconsensus · none
77
citations
venueno affunlabeled
Beyond Teaching Methods: A Complexity Approach
2012· article· en· Complicity An International Journal of Complexity and Education· Computer Science
distilled prediction:candidate · noneconsensus · none
47
citations
venueaboutno affunlabeled
Toward a Pragmatics of Complex Transformation
2003· article· en· Journal of the Canadian Association for Curriculum Studies· Computer Science
distilled prediction:candidate · noneconsensus · none
15
citations
affno abstractunlabeled
The role of control
2010· article· en· Transportation Research Part C Emerging Technologies· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affvenueno abstractunlabeled
Complex Issues: Complex Methods?
2000· article· en· Conservation Ecology· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Curriculum and Complex Systems Theory
2010· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
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