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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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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.

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.

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 25 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Writing to Learn
Linda Liebenberg
2016· article· en· International Journal of Qualitative Methods· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affvenueunlabeled
The Role of Value in Eclectic Inquiry
Ryan Bevan
2008· article· en· Alberta Journal of Educational Research· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Transformational Leadership
Tamica S.P Small
2023· book-chapter· en· Advances in human resources management and organizational development book series· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Faculty Ways of Knowing:
Richard Rancourt, Pierrette Guimond-Papai, Diane Prud'homme-Brisson
2000· review· en· Nurse Educator· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
venueaboutno affunlabeled
Opening the Circle: Welcoming Brother Sun
Sandra Styres, Dawn Zinga
2013· article· en· Canadian Journal of Education / Revue canadienne de l éducation· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
An Integral Approach to Active Learning in Mathematics
Chris L. Yuen, Veronika Bohac Clarke
2015· book-chapter· en· Advances in educational technologies and instructional design book series· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Patterns of Reasoning
William Mosley-Jensen, Edward M. Panetta
2017· reference-entry· en· Oxford Research Encyclopedia of Communication· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Judgment in Teaching
Elizabeth Campbell
2013· article· en· Curriculum Inquiry· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About