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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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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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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 2 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.

affno abstractunlabeled
Thematic Analysis
2023· book-chapter· en· Springer texts in education· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
92
citations
afffundunlabeled
A Guide to Multisite Qualitative Analysis
2018· article· en· Qualitative Health Research· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
88
citations
affno abstractunlabeled
Ten steps to making evaluation matter
2010· article· en· Evaluation and Program Planning· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
81
citations
affgpt · no categorygrok · no categoryopus · no categorymodels split
Talking Circles: A Culturally Responsive Evaluation Practice
2020· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
64
citations
fundno affno abstractunlabeled
Participatory Monitoring And Evaluation
2005· reference-entry· en· Encyclopedia of Evaluation· Decision Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
64
citations
affaboutunlabeled
Achieving Buy-In
2005· article· en· Science Communication· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
afffundunlabeled
Evaluation models and evaluation use
2012· article· en· Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
59
citations
affunlabeled
The quantitative crunch
2009· article· en· Campus-Wide Information Systems· Decision Sciences
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
59
citations
affaboutunlabeled
Building the concept of research impact literacy
2017· article· en· Evidence & Policy· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · none
58
citations

How this was built: Screen · Findings · About