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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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Arab world geographer
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Retraction
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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.

680 results · 1 filter active ·
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20002025
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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.
680 works in the cohort · of 4,299,418page 14 of 14

Labels cover 1 of 680 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 680 of 680 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.

venueno affno abstractunlabeled
Book Reviews / Comptes rendus
Ali Hamdan
2017· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Teaching and Learning the Lesson of Complexity
Sallie A. Marston, Farhang Rouhani
2001· article· Arab world geographer· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Do You Believe in Life after Love?
Richard N. Walker
2016· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Book Reviews / Comptes rendus
2000· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Book Reviews
2012· article· Arab world geographer
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Yemen as Global Frontier
Charles Schmitz
2015· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Music and Geography and Retirement
2016· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Book Reviews / Comptes rendus
2000· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Commentary: Subtleties of Power
Peter Taylor
2000· article· Arab world geographer· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Book Reviews / Comptes rendus
2001· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Index to /du Volume 9, 2006
2006· article· Arab world geographer· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Geography as Profession and Way of Being
Alexander B. Murphy
2016· article· en· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Book Reviews / Comptes rendus
Kevin Gould
2016· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Book Reviews / Comptes rendus
2003· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Book Reviews / Comptes rendus
2000· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Still Searching
Peter Holland
2016· article· Arab world geographer· Neuroscience
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Book Reviews / Comptes rendus
2002· article· Arab world geographer· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Western Sahara in 2030
Jacob Mundy
2015· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Index to / du Volume 7, 2004
2004· article· Arab world geographer· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Book Reviews / Comptes rendus
Kevin Boueri
2015· article· Arab world geographer· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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