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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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New Directions for Evaluation
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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.

73 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.
73 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 73 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 73 of 73 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Framing the Capacity to Do and Use Evaluation
J. Bradley Cousins, Swee C. Goh, Catherine Elliott, Isabelle Bourgeois
2014· article· en· New Directions for Evaluation· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
96
citations
affunlabeled
Internal evaluation, historically speaking
Sandra Mathison
2011· article· en· New Directions for Evaluation· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
20
citations
affunlabeled
How Does Accreditation Fit Into the Picture?
James C. McDavid, Irene Huse
2015· article· en· New Directions for Evaluation· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
17
citations
affaboutunlabeled
The Evolving Market for Systematic Evaluation in Canada
Robert Lahey, Catherine Elliott, Sarah Heath
2018· article· en· New Directions for Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
10
citations
affunlabeled
The Value in Validity
James C. Griffith, Bianca Montrosse‐Moorhead
2014· article· en· New Directions for Evaluation· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
8
citations
affunlabeled
Assessing the Practice Impact of Research on Evaluation
J. Bradley Cousins, Kateryna Svensson, Barbara Szijarto, Celine Pinsent, Caroline Andrew, John Sylvestre
2015· article· en· New Directions for Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
8
citations
affunlabeled
Real‐time evaluation in humanitarian emergencies
Emery Brusset, John Cosgrave, Wayne MacDonald
2010· article· en· New Directions for Evaluation· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
8
citations
affunlabeled
The importance of implementation: Putting evaluation policy to work
Leslie A. Fierro, Alana R. Kinarsky, Carlos Echeverria‐Estrada, Nadia Sabat Bass, Christina A. Christie
2022· article· en· New Directions for Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
6
citations
affunlabeled
House With a View: Validity and Evaluative Argument
Bianca Montrosse‐Moorhead, James C. Griffith, Pamela Pokorny
2014· article· en· New Directions for Evaluation· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
aboutno affunlabeled
Editors' Notes
James W. Altschuld, Molly Engle
2015· article· en· New Directions for Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
4
citations
fundaboutno affunlabeled
Issue Information
Leslie Fierro, Todd Franke
2018· paratext· en· New Directions for Evaluation· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Editor's notes
J. Bradley Cousins
2007· article· en· New Directions for Evaluation· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Editors' notes
Judith M. Ottoson, Penelope Hawe
2009· article· en· New Directions for Evaluation· Health Professions
distilled prediction:candidate · stsconsensus · none
1
citations
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