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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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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
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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.

78 results · 1 filter active ·
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20042025
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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.
78 works in the cohort · of 4,299,418page 1 of 2

Labels cover 5 of 78 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 78 of 78 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutgemma · metaresearch+research_integritygpt · metaresearchmodels split
Reciprocity
Sarah Maiter, Laura Simich, Nora Jacobson, Julie Wise
2008· article· en· Action Research· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
274
citations
affunlabeled
Participatory action research
Judy Burgess
2006· article· en· Action Research· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · metaresearch+insufficient_payload
170
citations
affaboutunlabeled
Community mapping as a research tool with youth
Jackie Amsden, Rob VanWynsberghe
2005· article· en· Action Research· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
159
citations
afffundunlabeled
e-PAR
Sarah Flicker, Oonagh Maley, Andrea Ridgley, Sherry Biscope, Charlotte Lombardo, Harvey A. Skinner
2008· article· en· Action Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
147
citations
affunlabeled
The `f' word has everything to do with it
Wendy Frisby, Patricia Maguire, Colleen Reid
2009· article· en· Action Research· Social Sciences
distilled prediction:candidate · stsconsensus · none
125
citations
affunlabeled
Action research in teacher education
Julian Kitchen, Dianne Stevens
2008· article· en· Action Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
89
citations
afffundaboutunlabeled
Building capacity in community health action research
Geoffrey Nelson, Blake Poland, Michael Murray, Eleanor Maticka‐Tyndale
2004· article· en· Action Research· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch
38
citations
affaboutunlabeled
Between a rock and a (very) hard place
Mary-Lee Judah, George Richardson
2006· article· en· Action Research· Social Sciences
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Reflecting on community/academic `collaboration'
Debra Langan, Mavis Morton
2009· article· en· Action Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
30
citations
afffundaboutunlabeled
New action research techniques
Elizabeth Quinlan
2009· article· en· Action Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
30
citations
affaboutunlabeled
Speaking for ourselves
Gayle Broad, José Agustin Reyes
2008· article· en· Action Research· Health Professions
distilled prediction:candidate · stsconsensus · none
27
citations
affaboutunlabeled
Research for change
Ineke Büskens, Sarah Earl
2008· article· en· Action Research· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
21
citations
afffundunlabeled
Toward community food security through transdisciplinary action research
Steven Lâm, Michelle E. H. Thompson, Kathleen Johnson, Cameron Fioret, Sarah K. Hargreaves
2019· article· en· Action Research· Decision Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · insufficient_payload
12
citations

How this was built: Screen · Findings · About