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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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Transportation Systems and Logistics
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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.

80 results · 1 filter active ·
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20032025
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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.
80 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 80 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 80 of 80 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
DETERMINATION OF THE QUALITY INDEX OF CARS
2023· article· en· Scientific Journal of Silesian University of Technology Series Transport· Engineering
distilled prediction:candidate · noneconsensus · none
4
citations
fundno affunlabeled
Issue Information
2023· paratext· en· Production and Operations Management· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Optimal size and filling of dog walking areas
2020· article· ru· Академический вестник УралНИИпроект РААСН· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Issue Information
2019· paratext· en· Statistical Analysis and Data Mining The ASA Data Science Journal· Engineering
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affunlabeled
Issue Information ‐ Info page
2016· paratext· en· Journal of Advanced Transportation· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Steering of Tracked Vehicles
2022· other· en· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
A Problem of Identity
2015· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About