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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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Phi Delta Kappan
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Retraction
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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.

66 results · 1 filter active ·
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20002023
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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.
66 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 66 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 66 of 66 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
School Leadership and the Bottom Line in Chicago.
Penny Bender Sebring, Anthony S. Bryk
2000· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
185
citations
aboutno affunlabeled
The top and bottom of leadership and change
Andy Hargreaves, Mel Ainscow
2015· article· en· Phi Delta Kappan· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
119
citations
aboutno affunlabeled
Work Together: But Only if You Want to
Rick DuFour
2011· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · noneconsensus · none
93
citations
aboutno affunlabeled
Aboriginal Education Still Needs Work
Ben Levin
2009· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · stsconsensus · none
16
citations
aboutno affunlabeled
It Worked for Me
2007· article· en· Phi Delta Kappan· Medicine
distilled prediction:candidate · noneconsensus · none
12
citations
aboutno affunlabeled
The rural teacher shortage
Richard M. Ingersoll, Henry Tran
2023· article· en· Phi Delta Kappan· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
12
citations
aboutno affunlabeled
IN CANADA: Decolonizing Schools
Heather-jane Robertson
2003· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
aboutno affunlabeled
Fix the Flawed Funding Formula!
Ben Levin
2008· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
aboutno affno abstractunlabeled
11. Patriotism, Eh?” The Canadian Version
Sharon Anne Cook
2006· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
In Canada: Lost in Translation.
Heather-jane Robertson
2005· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
In Canada: Litigating Literacy.
Heather-jane Robertson
2004· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Another Nation at Risk?
Gerald W. Bracey
2002· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
Enduring Issues in Educational Assessment
Gabriel M. Della‐Piana
2008· article· en· Phi Delta Kappan· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
aboutno affunlabeled
20 Minutes to Change a Life?
Ben Levin
2009· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Under the Rainbow
Heather-jane Robertson
2005· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · stsconsensus · none
2
citations
aboutno affunlabeled
IN CANADA: 'Incent' This!
Heather-Jane Robertson
2003· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
Failing Students is a (Financial) Loser
Ben Levin
2012· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
In Canada - Par for the Course
Heather-jane Robertson
2000· article· fr· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Strike Laws, Not Children.
Heather-Jane Robertson
2000· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
IN CANADA: Friendly Fire
Heather-jane Robertson
2004· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
In Canada : R-E-S-P-E-C-T
Heather-jane Robertson
2000· article· en· Phi Delta Kappan· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

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