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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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Swinburne Research Bank (Swinburne University of Technology)
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Study design
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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.

280 results · 1 filter active ·
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20002024
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Machine labels · sparse coverage
Evidence
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
280 works in the cohort · of 4,299,418page 1 of 6

Labels cover 2 of 280 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 280 of 280 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Research Information Management: Defining RIM and the Library’s Role
Rebecca Bryant, Anna Clements, Carol Feltes, David Groenewegen, Simon Huggard, Holly Mercer +4 more
2017· article· en· Swinburne Research Bank (Swinburne University of Technology)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_scienceconsensus · sts+scholarly_communication+open_science
39
citations
aboutno affunlabeled
Long-term private rental in a changing Australian private rental sector
Wendy Stone, Terry Burke, Kath Hulse, Liss Ralston
2013· article· en· Swinburne Research Bank (Swinburne University of Technology)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
39
citations
aboutno affunlabeled
The creativity market : creative writing in the 21st century
Dominique Hecq
2012· book· en· Swinburne Research Bank (Swinburne University of Technology)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts
22
citations
aboutno affunlabeled
Indigenous entrepreneurship: an analysis of capital constraints
Craig Furneaux, Kerry Brown
2007· article· en· Swinburne Research Bank (Swinburne University of Technology)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
aboutno affunlabeled
Broadband: policy, innovation, use
Jock Given, Jerry Watkins
2010· article· en· Swinburne Research Bank (Swinburne University of Technology)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
16
citations
aboutno affunlabeled
Yellow Pages Global Entrepreneurship Monitor Australia 2000
Kevin Hindle, Susan Rushworth
2000· article· en· Swinburne Research Bank (Swinburne University of Technology)· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
13
citations
aboutno affunlabeled
Patterns of trademarking activity in Australia
Paul H. Jensen, Elizabeth Webster
2004· article· en· Swinburne Research Bank (Swinburne University of Technology)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
aboutno affunlabeled
The Rise of Humanitarian Engineering Education in Australasia
Jeremy Smith, Bianca Anderson, Nick Brown, Alanta Colley, Alison Stoakley, Jennifer Turner
2017· article· en· Swinburne Research Bank (Swinburne University of Technology)· Social Sciences
distilled prediction:candidate · stsconsensus · none
11
citations
fundno affunlabeled
Usability testing: what have we overlooked?
2007· other· en· Swinburne Research Bank (Swinburne University of Technology)
distilled prediction:candidate · metaepi_narrow+bibliometrics+sts+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
10
citations
affunlabeled
Basalt FRP reinforcing bars for concrete structures
Fareed Elgabbas, Ehab A. Ahmed, Brahim Benmokrane
2013· article· en· Swinburne Research Bank (Swinburne University of Technology)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
10
citations
aboutno affunlabeled
Housing, housing assistance and social cohesion
Kath Hulse, Wendy Stone
2006· article· en· Swinburne Research Bank (Swinburne University of Technology)· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
fundno affunlabeled
Mathematical models of predator mutualists
H. I. Freedman, M. G. Kumar, Alan Easton, Manmohan Singh
2001· other· en· Swinburne Research Bank (Swinburne University of Technology)· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
6
citations
aboutno affunlabeled
Tipping points for broadband users
Trevor Barr
2024· article· en· Swinburne Research Bank (Swinburne University of Technology)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
aboutno affunlabeled
High-precision timing and polarimetry of PSR J0427-475
W. van Straten
2003· article· en· Swinburne Research Bank (Swinburne University of Technology)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Nitrogen removal from steel by DRI fines injection
Dorel Anghelina, Gordon A. Irons, Geoffrey Brooks
2005· article· en· Swinburne Research Bank (Swinburne University of Technology)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
fundno affunlabeled
Intelligent decision support in medicine: back to Bayes?
Gitte Lindgaard, Peter Egan, Colin N. Jones, Catherine Pyper, Monique Frize, Robin Walker +5 more
2008· article· en· Swinburne Research Bank (Swinburne University of Technology)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
aboutno affunlabeled
Seismic performance of bridges designed according to AS 5100
M. Neaz Sheikh, Frédéric Légeron, Hing‐Ho Tsang
2012· article· en· Swinburne Research Bank (Swinburne University of Technology)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
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