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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 12 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
Clearly I Remain a Geographer for Life
B. B. Fitzharris
2016· article· en· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
The Land Regime in Jordan: Opinion Survey I—Pilot Study
Ghazi Falah, Yahiya Farhan, Naeif Alrousan, June Crowe, Mahmoud Abdallah AL-Habees, Suleiman S. Abu-Kharmeh +1 more
2011· article· en· Arab world geographer· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Finding the Way
Gunnar Olsson
2016· article· en· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Western Sahara in 2030
Jacob Mundy
2015· article· en· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Learning from the Emeriti
John Agnew
2016· article· en· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Yemen as Global Frontier
Charles Schmitz
2015· article· en· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Reflections on the DoC
Robert W. McColl
2020· article· en· Arab world geographer· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Index to / du Volume 4, 2001
2001· article· Arab world geographer· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Ending in Order to Begin...
Colin Flint
2001· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
It Started in Tripoli, Libya
Alasdair Drysdale
2016· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Imagining Turkey
İhsan Kaya
2015· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Learning from the Emeriti
John Agnew
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
Sudan in 2020 and 2030
Samir Mohammad Ali Hassan Alredaisy
2015· article· Arab world geographer· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Index to /du volume 10, 2007
2007· article· Arab world geographer· Economics, Econometrics and Finance
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Reflections of a Long-time Observer
Richard Nolte
2000· article· Arab world geographer· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
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