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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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Transport and Economic Policies
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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.

900 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.
900 works in the cohort · of 4,299,418page 1 of 18

Labels cover 0 of 900 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 900 of 900 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Rules of the road.
2003· article· en· PubMed· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
49
citations
aboutno affunlabeled
The year 2007 survey
2008· article· en· International Journal of Physical Distribution & Logistics Management· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
30
citations
venueaboutno affunlabeled
Canadian Railways as Manufacturers, 1850‑1880
2006· article· fr· Historical Papers· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
affunlabeled
Simulation within the railroad environment
2000· article· en· Winter Simulation Conference· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
aboutno affunlabeled
The United States: Private and Deregulated
2006· book-chapter· en· Edward Elgar Publishing eBooks· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
11
citations
affaboutunlabeled
Rail Infrastructure Management Policy
2004· article· en· Public Works Management & Policy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
10
citations
afffundvenueaboutunlabeled
Grain Transportation Policy Reform in Western Canada
2017· article· en· Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
aboutno affunlabeled
Interurban Electric Railway: A Tale of Two Centuries
2001· article· en· Transportation Research Record Journal of the Transportation Research Board· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
7
citations
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