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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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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
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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 6 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
Clearly I Remain a Geographer for Life
B. B. Fitzharris
2016· article· en· Arab world geographer· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
On states and territories
Ron Johnston
2005· article· en· Arab world geographer· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Do You Believe in Life after Love
Richard M. Walker
2016· article· en· Arab world geographer· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Saudi Arabia in 2030
MohammadShawqi I Makki
2015· article· en· Arab world geographer· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
At home with the Lebanese diaspora
Caroline Nagel
2016· article· en· Arab world geographer· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Geographical Pattern of Muslim Population in India, 2001
Mehar Singh Gill, Parshotam Dass Bhardwaj, Firuza Begham Mustafa
2014· article· en· Arab world geographer· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueno abstractunlabeled
Music and Geography and Retirement
David B. Knight
2016· article· en· Arab world geographer· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Belfast and the Beach
Frederick W. Boal
2016· article· en· Arab world geographer· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Unlearning in Beirut
Patrick McGreevy
2016· article· en· Arab world geographer· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Islam in America: Multicultural Blindspot
Samory Rashid
2011· article· en· Arab world geographer· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Oman: Transitioning from Sultan Qaboos
Alasdair Drysdale
2015· article· en· Arab world geographer· Decision Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
It Started in Tripoli, Libya
Alasdair D. Drysdale
2016· article· en· Arab world geographer· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
My Forty Days Among the Jordanian Qawm
Michael R. Fischbach
2016· article· en· Arab world geographer· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Guest Editor's Introductory Note
Ibrahim Alkaabi
2017· article· en· Arab world geographer· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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