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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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Computational Physics and Python Applications
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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.

1,060 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.
1,060 works in the cohort · of 4,299,418page 13 of 22

Labels cover 4 of 1,060 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 1,060 of 1,060 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
[Princess of Nanaimo docked at night]
2015· other· en· Open Collections· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Calculating with cusps
2001· book-chapter· en· CRM monograph series· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Nanaimo Free Press [Monday, August 29, 1898]
2019· other· en· VIUSpace (Vancouver Island University Library)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
aboutno affunlabeled
Tower Block UK: Yorkshire
2023· other· en· University of Edinburgh· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Defying STIgma in It Follows
2018· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Web Mapping with Python and Leaflet
2017· article· en· The Programming Historian· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Emergent gravity and the quantum
2021· preprint· en· International Journal of Modern Physics D· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About