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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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Edge Hill University Research Information Repository (Edge Hill University)
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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.

52 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.
52 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 52 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 52 of 52 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Public Perceptions of Dangerous Dogs and Dog Risk
2023· book· en· Edge Hill University Research Information Repository (Edge Hill University)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
2
citations
aboutno affunlabeled
Dune monitoring: implementing remote sensing techniques
2008· article· en· Edge Hill University Research Information Repository (Edge Hill University)· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
aboutno affunlabeled
MORE THAN TIME: A creative investigation into lockdown.
2020· article· en· Edge Hill University Research Information Repository (Edge Hill University)· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
Teacher Education and Observational Feedback
2009· article· en· Edge Hill University Research Information Repository (Edge Hill University)· Social Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
The baglady-storying provocation
2023· article· en· Edge Hill University Research Information Repository (Edge Hill University)· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Storytelling in music education
2024· other· en· Edge Hill University Research Information Repository (Edge Hill University)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
In other words:technical vocabulary with double meanings
2024· other· en· Edge Hill University Research Information Repository (Edge Hill University)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Collaboration for musical learning
2025· article· en· Edge Hill University Research Information Repository (Edge Hill University)· Agricultural and Biological Sciences
distilled prediction:candidate · stsconsensus · none
0
citations
affunlabeled
The two way relationship of Knowledge Exchange
2025· other· en· Edge Hill University Research Information Repository (Edge Hill University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affunlabeled
Emerging trends in early childhood education
2023· book· en· Edge Hill University Research Information Repository (Edge Hill University)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Mindfulness in School: Perceptions and Possibilities
2023· other· en· Edge Hill University Research Information Repository (Edge Hill University)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Intergenerational Solidarity
2017· other· en· Edge Hill University Research Information Repository (Edge Hill University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Working out comics
2000· article· en· Edge Hill University Research Information Repository (Edge Hill University)· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affunlabeled
CHAPTER 9: SEXUAL ORIENTATION
2022· book-chapter· en· Edge Hill University Research Information Repository (Edge Hill University)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
The impact of fertility challenges in the workplace
2024· book· en· Edge Hill University Research Information Repository (Edge Hill University)· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
aboutno affno abstractunlabeled
BARRIE, JAMES
2019· other· Edge Hill University Research Information Repository (Edge Hill University)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
The straw that broke the camel’s back
2025· other· en· Edge Hill University Research Information Repository (Edge Hill University)
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
affno abstractunlabeled
A little too informal or not informal enough?
2025· other· en· Edge Hill University Research Information Repository (Edge Hill University)· Agricultural and Biological Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
What’s important about...? Sources and evidence
2023· article· en· Edge Hill University Research Information Repository (Edge Hill University)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Pushing the pedagogical boundaries through collaborative research
2023· other· en· Edge Hill University Research Information Repository (Edge Hill University)· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+insufficient_payload
0
citations

How this was built: Screen · Findings · About