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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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American Journal of 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.

60 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.
60 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 60 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 60 of 60 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Evaluation of Large Research Initiatives
William M. K. Trochim, Stephen E. Marcus, Louise C. Mâsse, Richard P. Moser, Patrick C. Weld
2008· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometricsconsensus · metaresearch+bibliometrics
144
citations
affaboutunlabeled
A New Realistic Evaluation Analysis Method
Suzanne F. Jackson, Gillian Kolla
2012· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
144
citations
afffundunlabeled
Outcomes and Impacts of Development Interventions
B. Belcher, Markus Palenberg
2018· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
120
citations
affunlabeled
Toward Accurate Measurement of Participation
Pierre‐Marc Daigneault, Steve Jacob
2009· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · noneconsensus · none
86
citations
affgpt · no categorygrok · no categoryopus · no categorymodels split
Talking Circles: A Culturally Responsive Evaluation Practice
Martha A. Brown, Sherri Di Lallo
2020· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
64
citations
affunlabeled
Using Self-Assessments to Detect Workshop Success
Marcel D’Eon, Leslie Sadownik, Alexandra Harrison, Jill Nation
2008· article· en· American Journal of Evaluation· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
49
citations
affunlabeled
Managing Tensions Between Evaluation and Research
Lynda Rey, Marie‐Claude Tremblay, Astrid Brousselle
2013· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
44
citations
affaboutunlabeled
Legislator Uses of Public Performance Reports
James C. McDavid, Irene Huse
2011· article· en· American Journal of Evaluation· Social Sciences
distilled prediction:candidate · noneconsensus · none
35
citations
affunlabeled
Introducing Reflexivity to Evaluation Practice
Jenna van Draanen
2016· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
34
citations
affunlabeled
Exploring the Intervention— Context Interface
Sherri Bisset, Mark Daniel, Louise Potvin
2009· article· en· American Journal of Evaluation· Health Professions
distilled prediction:candidate · noneconsensus · none
33
citations
affunlabeled
Evaluating Social Innovations
Kate Svensson, Barbara Szijarto, Peter Milley, J. Bradley Cousins
2018· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
18
citations
affunlabeled
Analysis of Thin Online Interview Data
Richard J. Kitto, John Barnett
2007· article· en· American Journal of Evaluation· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
13
citations
afffundunlabeled
Making Space for Adaptive Learning
Barbara Szijarto, J. Bradley Cousins
2018· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affno abstractunlabeled
Planning for community-based evaluation
Rhonda Cockerill
2000· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
9
citations
affunlabeled
Planning for Community-based Evaluation
Rhonda Cockerill, Ted Myers, Dan Allman
2000· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
9
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

How this was built: Screen · Findings · About