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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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Murdoch Research Repository (Murdoch University)
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

130 results · 1 filter active ·
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20002022
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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.
130 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 130 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 130 of 130 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Critically Engaged Learning: Connecting to Young Lives
John Smyth, Alastair Lawrence, Barry Down, Peter McInerney
2008· book· en· Murdoch Research Repository (Murdoch University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
70
citations
affunlabeled
String regularities with don't cares
C.S. Iliopoulos, M. R. Mohamed, L. Mouchard, K. Perdikuri, Bill Smyth, A. Tsakalidis
2002· preprint· en· Murdoch Research Repository (Murdoch University)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · open_science
28
citations
aboutno affunlabeled
Port privatisation : the Asia-Pacific experience
James Reveley, Malcolm Tull
2008· book· en· Murdoch Research Repository (Murdoch University)· Engineering
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
14
citations
affunlabeled
Cross-modal melodic contour similarity
Jon B. Prince, Mark A. Schmuckler, William Forde Thompson
2009· article· en· Murdoch Research Repository (Murdoch University)· Neuroscience
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
12
citations
aboutno affunlabeled
Selecting medical students: an Australian case study
Annette Mercer
2007· dissertation· en· Murdoch Research Repository (Murdoch University)· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
7
citations
aboutno affunlabeled
Introduction to EIA follow-up
Angus Morrison‐Saunders, Jos Arts
2012· article· en· Murdoch Research Repository (Murdoch University)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
aboutno affunlabeled
Made Lebah: Reminiscences from 'jaman setengah Bali'(Half Bali Times)
C. F. S. Warren
2007· book-chapter· en· Murdoch Research Repository (Murdoch University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+research_integrity+insufficient_payload
3
citations
affunlabeled
Algorithms to Compute the Lyndon Array.
František Franěk, A. S. M. Sohidull Islam, M. Sohel Rahman, William F. Smyth
2016· article· en· Murdoch Research Repository (Murdoch University)· Computer Science
distilled prediction:candidate · stsconsensus · none
2
citations
affunlabeled
Reconstructing a suffix array
František Franěk, William F. Smyth
2005· article· en· Murdoch Research Repository (Murdoch University)· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
1
citations
aboutno affunlabeled
'Step Away from the Croissant': Media Studies 3.0
Toby Miller
2008· book-chapter· en· Murdoch Research Repository (Murdoch University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
1
citations
aboutno affunlabeled
Feasibility study of hydropower system in Oman
Abdulsalam Al Tamimi
2018· dissertation· en· Murdoch Research Repository (Murdoch University)· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
aboutno affunlabeled
Genetic and environmental impact on protein profiles in barley and malt
Hailing Luo, Stefan Harasymow, Blakely Paynter, A. L. Macleod, Izydorczyk, John T. O’Donovan +1 more
2018· article· en· Murdoch Research Repository (Murdoch University)· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Consanguineous marriage and its genetic outcomes
A.H. Bittles, Michael L. Black
2012· book-chapter· en· Murdoch Research Repository (Murdoch University)· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
A prefix array for parameterized strings
Richard Beal, Donald Adjeroh, W.F. Smyth
2016· article· en· Murdoch Research Repository (Murdoch University)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Using remote sensing for Protected Area planning in Canada. In: Review of the use of remotely-sensed data for monitoring biodiversity change and tracking progress towards the Aichi Biodiversity Targets, Editors: Cristina Secades, Brian O’Connor, Claire Brown and Matt Walpole
Nicholas C. Coops, Margaret E. Andrew, Trisalyn Nelson, Ryan Powers, Stewart Thompson, Wulder
2013· article· en· Murdoch Research Repository (Murdoch University)· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
A simple algorithm for computing the lempel ziv factorization
Maxime Crochemore, Lucian Ilie, William F. Smyth
2008· preprint· en· Murdoch Research Repository (Murdoch University)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · open_science
0
citations

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