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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
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
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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 9 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
Understanding Place Identity with Generative AI
Kee Moon Jang, Jun‐Da Chen, Yuhao Kang, Junghwan Kim, Fábio Duarte
2023· preprint· en· arXiv (Cornell University)· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
BikeVibes
Kai Luedemann, Mário A. Nascimento
2022· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affaboutunlabeled
A New Ontology-Based Approach for Human Activity Recognition from GPS Data
Alireza Mousavi, Abbas Sheikh-Mohammad-Zadeh, Mohammad Ghasem Akbari, Andrew Hunter
2017· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Country specific characteristics matter
Andreas Frei, Matthias Kowald, Pauline van den Berg, J.A. Carasco
2015· article· en· TU/e Research Portal· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
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How this was built: Screen · Findings · About