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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 4 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.

fundno affunlabeled
Applicability of hybrid power systems for fishing vessels
Marija Koričan, Nikola Vladimir, Tatjana Haramina, Krešimir Vučković, Neven Alujević
2023· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affaboutunlabeled
Advanced wastewater treatment for marine vessels
John H Klie, Jerome P Daly
2002· article· en· Filtration & Separation· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Stirling power for AUVs
Graham T. Reader, G. Walker, O.R. Fauvel
2003· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
Designing Navy Hull Forms for Fuel Economy
Gabor Karafiath, Donald McCallum, Dane Hendrix
2004· article· en· Naval Engineers Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)84901-6
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
AN APPLICATION OF MACHINE LEARNING TO SHIPPING EMISSION INVENTORY
TaLena Fletcher, Vikram Garaniya, Shuhong Chai, Rouzbeh Abbassi, Russell Brown, Hongyang Yu +2 more
2021· article· en· The International Journal of Maritime Engineering· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affno abstractunlabeled
CNA's Integrated Ship Database, Fourth Quarter 2011 Update
Gregory N. Suess, Lynette A. McClain, Rhea Stone
2012· report· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Carbon-Free Shipping and Shipping Carbon
Vibe Ulfbeck, Stephen Girvin
2024· book· en· Hart Publishing eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
2
citations
affaboutunlabeled
Dissolved inorganic carbon, alkalinity, temperature, salinity and other variables collected from discrete sample and profile observations using CTD, bottle and other instruments from the LOUIS S. ST. LAURENT in the Baffin Bay, Davis Strait and others from 1997-08-03 to 1997-08-18 (NCEI Accession 0114432)
P. JONES, Kumiko Azetsu‐Scott, K. FALKNER
2013· dataset· en· National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Vessel Performance Analysis and Fuel Management
Lawrence Mak, Dong Cheol Seo, Andrew Kuczora, Michael Sullivan
2015· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Optimal Control of LNG-Fueled Hybrid Electric Ship
Bo Pang, Haijia Zhu, Siyang Liu, Yuqi Tong, Zuomin Dong
2025· book-chapter· en· Green energy and technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations

How this was built: Screen · Findings · About