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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.

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
Evidence
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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 7 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.

aboutno affno abstractunlabeled
The Beat
Erin E. Dooley
2008· article· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
pydarm
2025· other· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Environmental Impacts from Ships Operating in Polar Regions
Victor Santos Pedro, Drummond Fraser
2018· other· en· Encyclopedia of Maritime and Offshore Engineering· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
The Climate Impact of High Seas Shipping
Shouyang Wang, Yuze Li, Peng Jia, Shangrong Jiang, Haijiang Li, Haibo Kuang +3 more
2022· preprint· en· Research Square· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Maritime Transport and the Environment:Energy Transport by Sea
Cătălin Gabriel Stănescu, Beatriz Martínez Romera
2021· article· en· Research at the University of Copenhagen (University of Copenhagen)· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)80801-5
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
D4.5. Handbook on cruise prerequisites to access ARICE PRVs
Miguel A. Ojeda, Verónica Willmott Puig, Doug Baird, Justiina Dahl, Stig Flått, Alexandre Forest +5 more
2019· report· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
D1.6. Modalities of European PRVs' ship- time collaborations and exchanges
Colin A. Stedmon, Miguel A. Ojeda, Justiina Dahl, Karen Edelvang, Stig Flått, Katarina Gårdfeldt +2 more
2022· report· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Dispatches
ESA
2015· review· en· Frontiers in Ecology and the Environment· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
North American LNG first for Quebec ferry
David Tinsley
2015· article· zh· Motor Ship· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
KIGALI AMENDMENT
REYA ANU SONY
2022· article· en· THE JOURNAL OF UNIQUE LAWS AND STUDENTS· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(93)92533-p
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(96)81240-3
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)89283-6
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)91832-o
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Marine Fuel Sulphur Limit Impact on Air Pollution
Dirk Kreft
2021· article· en· International Journal of Ecology & Development· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
WMU journal of marine affairs special issue
Ilias D. Visvikis, Mary R. Brooks
2015· article· en· WMU Journal of Maritime Affairs· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

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