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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.

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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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Gyanshauryam International Scientific Refereed Research Journal
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

3 results · 1 filter active ·
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20222024
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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.
3 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 3 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 3 of 3 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Reducing Client Onboarding Cycle Time in Small Professional Services Firms: A Lean Six Sigma Process Redesign Framework
Ajibola Oluwafemi Oyeleye Ajibola Oluwafemi Oyeleye, Ruth Arogbeoritse Eyetsemitan Ruth Arogbeoritse Eyetsemitan, Kazeem Babatunde Ambali Kazeem Babatunde Ambali, Oladapo Fadayomi Oladapo Fadayomi
2022· article· Gyanshauryam International Scientific Refereed Research Journal· Business, Management and Accounting
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Change Management in Small Business Digital Transformation: A Systematic Review and Lean Change Adoption Framework
Ruth Arogbeoritse Eyetsemitan Ruth Arogbeoritse Eyetsemitan, Kazeem Babatunde Ambali Kazeem Babatunde Ambali, Ajibola Oluwafemi Oyeleye Ajibola Oluwafemi Oyeleye, Oladapo Fadayomi Oladapo Fadayomi
2023· article· Gyanshauryam International Scientific Refereed Research Journal· Engineering
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · none
1
citations

How this was built: Screen · Findings · About