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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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Research Online (University of Wollongong)
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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
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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.

220 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
220 works in the cohort · of 4,299,418page 2 of 5

Labels cover 0 of 220 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 220 of 220 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Railways in Australia: federation unfulfilled
Philip Laird
2011· article· en· Research Online (University of Wollongong)· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Inter-sensorial Threads
Penelope Harris
2013· article· en· Research Online (University of Wollongong)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Year That Was
2017· article· en· Research Online (University of Wollongong)· Arts and Humanities
distilled prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Asha Varadharajan
2014· article· en· Research Online (University of Wollongong)· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
New Literatures "Pioneer": Syd Harrex
Paul Sharrad
2015· article· en· Research Online (University of Wollongong)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Why I Write
2019· article· en· Research Online (University of Wollongong)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Hooked on learning: connections at a distance
Michelle J. Eady
2009· article· en· Research Online (University of Wollongong)· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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