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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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Automated Road and Building Extraction
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.

201 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.
201 works in the cohort · of 4,299,418page 4 of 5

Labels cover 0 of 201 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 201 of 201 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
FOREST ROADIDENTIFICATION AND EXTRACTIONOF THROUGH ADVANCED LOG MATCHING TECHNIQUES
W. Zhang, Baoxin Hu, Lauren Quist
2017· 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· Engineering
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
0
citations
affno abstractunlabeled
Repair Singleton IDs on the Fly
Xingcan Cui, Xiaohui Yu, De Guo
2016· book-chapter· en· Lecture notes in computer science· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
METIS: Crowdsourced Lane Line Map Construction
Bo Yu, Gui Chen, Donald Grimm, Fan Bai, Mason D. Gemar, Cem Saraydar
2025· article· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
A model-based road sign recognition system /
2002· dissertation· en· eScholarship@McGill (McGill)· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affunlabeled
Catheter reconstruction from CT images
D. Tubic, Luc Beaulieu
2004· article· en· 2003 IEEE Nuclear Science Symposium. Conference Record (IEEE Cat. No.03CH37515)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
2017-03-16 Points of Departure with Sylvia Hinz
2017· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
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