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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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Brock University Digital Repository (Brock University)
Topic
Retraction
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Study design
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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.

2,345 results · 1 filter active ·
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20002024
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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.
2,345 works in the cohort · of 4,299,418page 30 of 47

Labels cover 5 of 2,345 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 2,345 of 2,345 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Slides - Rum Running
2015· other· en· Brock University Digital Repository (Brock University)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Queenston Heights. -
2017· article· en· Brock University Digital Repository (Brock University)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Ordination Program, 3 October 1981
2015· other· en· Brock University Digital Repository (Brock University)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Letter by J.R. Cooke, April 20, 1934
2022· other· en· Brock University Digital Repository (Brock University)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
199 News, Vol. 14 No. 10, October and November 1979
2023· other· en· Brock University Digital Repository (Brock University)· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Sweeps Tickets
2015· other· en· Brock University Digital Repository (Brock University)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Troops at Camp Niagara, 1914
2022· other· en· Brock University Digital Repository (Brock University)
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Welland power district. 1906
2019· other· en· Brock University Digital Repository (Brock University)
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Cross Street Pool in Welland, Ontario, n.d.
2022· other· en· Brock University Digital Repository (Brock University)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
199 News, Vol. 16 No. 2, March 1981
2023· other· en· Brock University Digital Repository (Brock University)· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Ontario budget 2001
2016· other· en· Brock University Digital Repository (Brock University)· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Welland Canal in St. Catharines, n.d.
2022· other· en· Brock University Digital Repository (Brock University)· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Province of Upper Canada Grant to Abraham Cook
2015· other· en· Brock University Digital Repository (Brock University)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Receipt to S.D. Woodruff from R. Woolworth and Co.
2015· other· en· Brock University Digital Repository (Brock University)· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Montebello Park, St. Catharines, Ont.
2016· other· en· Brock University Digital Repository (Brock University)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Daily Standard, January 2, 1900
2016· other· en· Brock University Digital Repository (Brock University)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Announcement of Birth of Margaret Elizabeth
2015· other· en· Brock University Digital Repository (Brock University)
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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