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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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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
130 works in the cohort · of 4,299,418page 2 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.

aboutno affunlabeled
Clean, green and ethical pig production in Australia
J.R. Pluske, Barb Frey
2008· book-chapter· en· Murdoch Research Repository (Murdoch University)· Veterinary
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
aboutno affunlabeled
Unfixed selves
2001· article· en· Murdoch Research Repository (Murdoch University)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Pharmacotherapy in perinatal mental health
Megan Galbally
2016· article· en· Murdoch Research Repository (Murdoch University)· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Efficient dynamic range minimum query
Maxime Crochemore, Laurent Mouchard, Mikaël Salson, Bill Smyth
2010· preprint· en· Murdoch Research Repository (Murdoch University)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · open_science
0
citations
aboutno affunlabeled
Screening for HIV-Associated Neurocognitive Impairment
2019· article· en· Murdoch Research Repository (Murdoch University)· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
ILDS Newsletter No. 24
2012· article· en· Murdoch Research Repository (Murdoch University)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Editorial
2010· article· en· Murdoch Research Repository (Murdoch University)· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Household hazardous waste: What is best practice?
Christine Teague
2003· dissertation· en· Murdoch Research Repository (Murdoch University)· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
LGBTQI + Allyship: Australia, Canada & the USA
2018· other· en· Murdoch Research Repository (Murdoch University)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Sustainable backyards and beyond!
G. Ho
2009· article· en· Murdoch Research Repository (Murdoch University)· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Diasporas, nation-states and the self: (1996)
V. Mishra
2010· book-chapter· en· Murdoch Research Repository (Murdoch University)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
0
citations
aboutno affunlabeled
Editorial preface
2005· article· en· Murdoch Research Repository (Murdoch University)· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Impact on Learning - Designing Assessment
R. Lawson
2014· article· en· Murdoch Research Repository (Murdoch University)· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations

How this was built: Screen · Findings · About