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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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Maritime Transport Emissions and Efficiency
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.

400 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.
400 works in the cohort · of 4,299,418page 1 of 8

Labels cover 0 of 400 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 400 of 400 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutno abstractunlabeled
Impact of cruise ship emissions in Victoria, BC, Canada
Karla Poplawski, Eleanor Setton, Bryan McEwen, Dan Hrebenyk, Mark Graham, P. Keller
2010· article· en· Atmospheric Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
87
citations
affno abstractunlabeled
Marine Transportation and Energy Use
Riley E.J. Schnurr, Tony R. ‎Walker
2019· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
77
citations
affunlabeled
All-electric ships—A review of the present state of the art
J. S. Thongam, Mohammed Tarbouchi, Aimé Francis Okou, D. Bouchard, Rachid Beguenane
2013· article· en· 2013 Eighth International Conference and Exhibition on Ecological Vehicles and Renewable Energies (EVER)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
73
citations
fundno affno abstractunlabeled
Exploring ship traffic variability off California
Thomas J. Moore, Jessica V. Redfern, Michael Carver, Sean Hastings, Jeffrey Adams, Gregory K. Silber
2018· article· en· Ocean & Coastal Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
52
citations
affunlabeled
Corporate Governance and the Environmental Politics of Shipping
Justin Alger, Jane Lister, Peter Dauvergne
2021· article· en· Global Governance A Review of Multilateralism and International Organizations· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
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