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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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Evaluation and Performance Assessment
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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
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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.

2,407 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.
2,407 works in the cohort · of 4,299,418page 13 of 49

Labels cover 84 of 2,407 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 2,407 of 2,407 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Performance Models in Higher Education
Janet Atkinson‐Grosjean, Garnet Grosjean
2000· article· en· Education Policy Analysis Archives· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
8
citations
afffundaboutunlabeled
Policy Evaluation in the Era of COVID-19
Pearl Eliadis, Indran A. Naidoo, Ray C. Rist
2023· book· en· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
8
citations
venueno affgpt · no categorygrok · no categoryopus · no categorymodels split
User-Friendly Evaluation in Community-Based Projects
Fiona Gardner
2003· article· en· Canadian Journal of Program Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
8
citations
affvenueunlabeled
Editorial: Small steps forward through critical appraisal
Denise Koufogiannakis
2006· editorial· en· Evidence Based Library and Information Practice· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
8
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
venueaboutno affunlabeled
A Good Start, but We Can Do Better
Andy Rowe
2014· article· en· Canadian Journal of Program Evaluation· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affaboutunlabeled
The Challenge of Evaluation in Rural Preceptorship
Olive Yonge, Florence Myrick, Linda Ferguson
2011· article· en· Online Journal of Rural Nursing and Health Care· Decision Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
Mapping Evaluation Use: A Scoping Review of Extant Literature (2005–2022)
Michelle Searle, Amanda Cooper, Paisley Worthington, Jennifer Hughes, Rebecca Gokiert, Cheryl Poth
2024· review· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · metaresearch
7
citations
affvenueaboutunlabeled
Assessing the Quality of Aboriginal Program Evaluations
Steve Jacob, Geoffroy Desautels
2014· article· en· Canadian Journal of Program Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
7
citations
affvenueunlabeled
Building Evaluation Culture—The Missing Link
Kaireen Chaytor
2023· article· en· Canadian Journal of Program Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
7
citations
aboutno affunlabeled
COACHING, A FIELD FOR PROFESSIONAL SUPERVISORS?
Louis van Kessel
2007· article· en· University of Zagreb University Computing Centre (SRCE)· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
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