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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
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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
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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.

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 1 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.

affunlabeled
Smart cities of the future
2012· article· en· The European Physical Journal Special Topics· Social Sciences
distilled prediction:candidate · noneconsensus · none
2,146
citations
affunlabeled
Geographic Information Science I
2014· article· en· Progress in Human Geography· Social Sciences
distilled prediction:candidate · stsconsensus · sts
134
citations
fundno affunlabeled
Network-Based Functional Regions
2011· article· en· Environment and Planning A Economy and Space· Social Sciences
distilled prediction:candidate · noneconsensus · none
127
citations
affunlabeled
Urban Human Mobility
2019· article· en· ACM SIGKDD Explorations Newsletter· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
107
citations
fundno affunlabeled
Spatial big data and anxieties of control
2015· article· en· Environment and Planning D Society and Space· Social Sciences
distilled prediction:candidate · noneconsensus · none
97
citations
affunlabeled
Processing GPS data from travel surveys
2005· article· en· Transport Research Forum· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
76
citations
affunlabeled
geoSmartCity
2013· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
67
citations
afffundunlabeled
DataMobile: Smartphone Travel Survey Experiment
2016· article· en· Transportation Research Record Journal of the Transportation Research Board· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
60
citations
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