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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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Refubium (Universitätsbibliothek der Freien Universität Berlin)
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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
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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.

80 results · 1 filter active ·
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20102025
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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.
80 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 80 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 80 of 80 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Stochastic gradient descent for hybrid quantum-classical optimization
Ryan Sweke, Johannes Jakob Meyer, Paul K. Faehrmann, Barthélémy Meynard-Piganeau, Jens Eisert
2020· article· en· Refubium (Universitätsbibliothek der Freien Universität Berlin)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
204
citations
fundno affunlabeled
The making of America’s imbalances
Moritz Schularick, Paul Wachtel
2012· article· en· Refubium (Universitätsbibliothek der Freien Universität Berlin)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
aboutno affunlabeled
Pulmonale Hypertonie
Michael Götting
2012· dissertation· de· Refubium (Universitätsbibliothek der Freien Universität Berlin)· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
2
citations
aboutno affunlabeled
Universities as Change Makers
Bettina Schorr, Katrin Schweigel, Frauke Berg, María Alejandra Cuentas
2020· article· en· Refubium (Universitätsbibliothek der Freien Universität Berlin)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
1
citations
fundno affunlabeled
Multidimensional tax compliance attitude
2025· article· en· Refubium (Universitätsbibliothek der Freien Universität Berlin)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Productive Power of a Label
2025· dissertation· en· Refubium (Universitätsbibliothek der Freien Universität Berlin)· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
aboutno affunlabeled
Los Unitarios
2022· article· es· Refubium (Universitätsbibliothek der Freien Universität Berlin)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Antimicrobial Resistance in Selected Enterobacteriaceae from Broilers and Their Environment: ESBL, AmpC, Carbapenemases, Colistin, and Fluoroquinolone Resistance—A Systematic Review and Meta-Analysis
Julia von Kiparski, Nunzio Sarnino, Diana Vargas, Anna Atanasova, Roswitha Merle
2025· article· en· Refubium (Universitätsbibliothek der Freien Universität Berlin)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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