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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
Evidence
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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 4 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
Contribution analysis
Fiona Kotvojs, Bradley Shrimpton
2007· article· en· Evaluation Journal of Australasia· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
37
citations
affunlabeled
Program Evaluation and Spillover Effects
M. Angelucci, Vincenzo Di Maro
2015· book· en· World Bank, Washington, DC eBooks· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
36
citations
affvenueaboutunlabeled
Developing an Evaluation Habit of Mind
Steven T. Katz, Stephanie Sutherland, Lorna Earl
2002· article· en· Canadian Journal of Program Evaluation· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
36
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
afffundunlabeled
Conceptualizing indicator domains for evaluating action research
Eileen Piggot‐Irvine, Wendy Rowe, Lesley Ferkins
2015· article· en· Educational Action Research· Decision Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · metaresearch+insufficient_payload
34
citations
affno abstractunlabeled
Building a community-based culture of evaluation
Rich Janzen, Joanna Ochocka, Leanne Turner, Tabitha M. Cook, Michelle Franklin, Debbie Deichert
2017· article· en· Evaluation and Program Planning· Decision Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
34
citations
fundno affno abstractunlabeled
Automated Research Impact Assessment: a new bibliometrics approach
Christina H. Drew, Kristianna G. Pettibone, Fallis Owen Finch, Douglas Giles, Paul H. Jordan
2016· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
33
citations
affunlabeled
Making a Theoretical Contribution with Qualitative Research
Elizabeth D. Rouse, Juliane Reinecke, Davide Ravasi, Ann Langley, Matthew Grimes, Marc Gruber
2025· article· en· Academy of Management Journal· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
32
citations
venueno affunlabeled
Research on Evaluation: A Needs Assessment
Michael Szanyi, Tarek Azzam, Matthew Galen
2012· article· en· Canadian Journal of Program Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
31
citations
affunlabeled
IEG's Role in Evaluating Climate Financing—Response
Simon D. Donner, Milind Kandlikar, Hisham Zerriffi
2012· article· en· Science· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
31
citations
afffundunlabeled
Interviews and surveys
Sheona Shackleton, Joana Bezerra, Jessica Cockburn, Maureen G. Reed, Razak Abu
2021· book-chapter· en· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
31
citations
affunlabeled
Measuring Stakeholder Participation in Evaluation
Pierre‐Marc Daigneault, Steve Jacob, Joël Tremblay
2012· article· en· Evaluation Review· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch+insufficient_payload
30
citations
venueno affunlabeled
Organizational Development and Evaluation
Michael Quinn Patton
2000· article· en· Canadian Journal of Program Evaluation· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affunlabeled
Evaluators in the Anthropocene
Astrid Brousselle, J. Bradley McDavid
2020· article· en· Evaluation· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
30
citations
affunlabeled
Toward an Evaluation Habit of Mind: Mapping the Journey
Steven T. Katz, Stephanie Sutherland, Lorna Earl
2005· article· en· Teachers College Record The Voice of Scholarship in Education· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
30
citations

How this was built: Screen · Findings · About