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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.

1,790 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.
1,790 works in the cohort · of 4,299,418page 18 of 36

Labels cover 3 of 1,790 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 1,790 of 1,790 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueaboutno affunlabeled
Colonialism, Computerized
Melissa M. Castron
2022· article· en· Archivaria· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affaboutunlabeled
The Uncertain Participatory Geoweb
Jon Corbett, Samantha Brennan, Aidan Whitely
2020· book-chapter· en· Advances in public policy and administration (APPA) book series· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
1
citations
aboutno affunlabeled
Cultural Cartography: Pathways to Enhance Netnographic Integration
Michael S. Mulvey, Christopher Belanger, Partha Krishnamurthy
2025· article· en· Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · sts
1
citations
aboutno affunlabeled
Stanley Gregory
Ron Johnston
2016· article· en· Geographical Journal· Social Sciences
distilled prediction:candidate · stsconsensus · none
1
citations
affunlabeled
Geographies of terror and trust
Elvin Wyly
2025· article· en· Dialogues in Human Geography· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Geolocation
Agnieszka Leszczynski
2019· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
fundaboutno affunlabeled
AI4SNOW SnowGalileo Datasets and Model Checkpoints
Gabriel Tseng, Anthony T. Fuller, Marlena Reil, Henry Herzog, Patrick Beukema, Favyen Bastani
2025· preprint· en· ArXiv.org· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
venueno affunlabeled
An ArcView GIS tool for SWMM
2001· article· en· Journal of Water Management Modeling· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Spatial Data Structures
Abel Gomes, Irina Voiculescu, Joaquim Jorge, Brian Wyvill, Callum Galbraith
2009· book-chapter· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Book Reviews
2008· article· en· Names· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affno abstractunlabeled
Typologie d’un geoweb des flux et réseaux
Françoise Bahoken, Grégoire Le Campion, Marion Maisonobe, Laurent Jégou, Étienne Côme
2020· article· fr· GEOMATICA· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Mapping, Open Source
Peter A. Johnson
2019· book-chapter· en· Elsevier eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
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