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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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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.

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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.

192 results · 1 filter active ·
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20072025
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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.
192 works in the cohort · of 4,299,418page 4 of 4

Labels cover 1 of 192 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 192 of 192 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Nézet-Séguin, Yannick, (born 6 March 1975), Artistic Director and Principal Conductor, Orchestre Métropolitain, Montreal, since 2000; Music Director: Philadelphia Orchestra, since 2012; Rotterdam Philharmonic Orchestra, 2012–18; Music Director designate, Metropolitan Opera, New York, since 2017
2017· reference-entry· en· Who's Who· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
Oldham, Prof. (Charles Herbert) Geoffrey, (born 17 Feb. 1929), Professorial Fellow, Science Policy Research Unit, University of Sussex, 1966–97, now Hon. Professor (Director, 1980–92); Science Adviser to President, International Development Research Centre, Ottawa, on secondment, 1992–96
2007· reference-entry· en· Who's Who· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+insufficient_payloadconsensus · sts+open_science+insufficient_payload
0
citations
aboutno affunlabeled
Nagano, Kent George, (born 22 Nov. 1951), conductor; Music Director, Montréal Symphony Orchestra, since 2006; Principal Guest Conductor and Artistic Advisor, Gothenburg Symphony Orchestra, since 2012; General Music Director, Hamburg State Opera and Chief Conductor, Hamburg Philharmonic State Orchestra, since 2015
2007· reference-entry· en· Who's Who· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+research_integrity
0
citations
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How this was built: Screen · Findings · About