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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.

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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.

1,914 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.
1,914 works in the cohort · of 4,299,418page 1 of 39

Labels cover 1,914 of 1,914 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 1,914 of 1,914 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundgemma · metaresearchgpt · metaresearchmodels agree
Scoping studies: advancing the methodology
2010· article· en· Implementation Science· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
14,722
citations
afffundgemma · metaresearchgpt · metaresearchmodels agree
A scoping review of rapid review methods
2015· review· en· BMC Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaresearch+insufficient_payload
1,156
citations
affgemma · bibliometrics+metaresearchgpt · bibliometrics+scholarly_communicationmodels split
Bibliometrics: Methods for studying academic publishing
2021· article· en· Perspectives on Medical Education· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics
938
citations
affgemma · no categorygpt · metaresearchmodels split
Conducting systematic reviews of association (etiology)
2015· article· en· International Journal of Evidence-Based Healthcare· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
801
citations
affgemma · no categorygpt · metaresearchmodels split
Easier Said than Done: Writing an Autoethnography
2008· article· en· International Journal of Qualitative Methods· Social Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
646
citations
affno abstractgpt · no categorygrok · no categoryopus · metaresearchmodels split
Exploring Social Desirability Bias
2003· article· en· Journal of Business Ethics· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · metaresearch
552
citations
affno abstractgemma · metaresearchgpt · scholarly_communication+open_sciencemodels split
An international registry of systematic-review protocols
2010· article· en· The Lancet· Decision Sciences
distilled prediction:candidate · metaresearch+open_science+insufficient_payloadconsensus · metaresearch+insufficient_payload
521
citations
affgemma · metaresearchgpt · metaresearchmodels split
Modeling Good Research Practices—Overview
2012· review· en· Medical Decision Making· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
511
citations
affgemma · metaresearchgpt · metaresearchmodels split
Adjusting for Publication Bias in Meta-Analysis
2016· review· en· Perspectives on Psychological Science· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+metaepi_broad+insufficient_payload
407
citations
affgemma · metaresearch+open_sciencegpt · scholarly_communication+open_sciencemodels split
The TRUST Principles for digital repositories
2020· article· en· Scientific Data· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
390
citations
affgemma · metaresearchgpt · metaresearchmodels split
Challenges in administrative data linkage for research
2017· article· en· Big Data & Society· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch+open_science
356
citations
affno abstractgemma · metaresearchgpt · metaresearchmodels split
Preregistration Is Hard, And Worthwhile
2019· review· en· Trends in Cognitive Sciences· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · metaresearch+insufficient_payload
355
citations

How this was built: Screen · Findings · About