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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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Human Mobility and Location-Based Analysis
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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

769 results · 1 filter active ·
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20012025
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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.
769 works in the cohort · of 4,299,418page 14 of 16

Labels cover 2 of 769 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 769 of 769 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Comparing the Performance of Different Classifiers for Urban Change Detection: A Case Study in Kingston, Ontario
Masoud Babadi Ataabadi, Dongmei Chen, Darren Pouliot, Temitope Seun Oluwadare
2024· article· en· ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences· Social Sciences
distilled prediction:candidate · stsconsensus · sts
0
citations
affunlabeled
Mobility Networked Time-Series Forecasting Benchmark Datasets
Jihye Na, Youngeun Nam, Susik Yoon, Hwanjun Song, Byung Suk Lee, Jae-Gil Lee
2025· article· en· Proceedings of the International AAAI Conference on Web and Social Media· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Population Distribution and Migration Patterns
Seyed Navid Mashhadi Moghaddam, Huhua Cao
2024· book-chapter· en· City development· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
afffundvenueaboutunlabeled
Top pedestrian concerns in Canada mapped on WalkRollMap.org
Colin Ferster, Karen Laberee, Trisalyn Nelson, Meghan Winters, Marie‐Soleil Cloutier, Daniel Fuller
2025· article· en· Canadian Geographies / Géographies canadiennes· Social Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
0
citations
affno abstractunlabeled
Behavioural Aspects and Human Factors
2024· book-chapter· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
MobileCrowdSensing (MCS)
Umang Mehta, Parth Soni, Jinan Fiaidhi
2020· preprint· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Town Mobiles and Country Mobiles: Exploring the Rural-Urban Dichotomy
Sherry Koshman
2013· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communicationconsensus · none
0
citations
affno abstractunlabeled
Introduction
Robert Goodspeed, Raja Sengupta, Marketta Kyttä, Christopher Pettit
2023· book-chapter· en· ˜The œurban book series· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Data Sources and Processing
Seyed Navid Mashhadi Moghaddam, Huhua Cao
2024· book-chapter· en· City development· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
ICPSR's Metadata Curation Process
2021· article· en· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Corporate Career Mobility Patterns: A Data Driven Perspective
María Óskarsdóttir, Lára Margrét Holm Hólmfrídardóttir, Yuhao Zhou, Cristián Bravo
2025· book-chapter· en· Social Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
The Work of Police Search and Rescue, Part II
Lorna Ferguson, Laura Huey
2023· book-chapter· en· SpringerBriefs in criminology· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
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