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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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MAST. Maritime studies/Maritime studies
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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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

61 results · 1 filter active ·
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20122025
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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.
61 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 61 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 61 of 61 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
COVID-19, instability and migrant fish workers in Asia
Melissa Marschke, Peter Vandergeest, Elizabeth Havice, Alin Kadfak, Peter Duker, Ilinca Isopescu +1 more
2020· article· en· MAST. Maritime studies/Maritime studies· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+stsconsensus · none
61
citations
afffundno abstractunlabeled
Synergy as strategy: learning from La Restinga, Canary Islands
José J. Pascual-Fernández, Raquel de la Cruz Modino, Ratana Chuenpagdee, Svein Jentoft
2018· article· en· MAST. Maritime studies/Maritime studies· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
25
citations
afffundunlabeled
Governability assessment of the Galapagos Marine Reserve
María José Barragán Paladines, Ratana Chuenpagdee
2015· article· en· MAST. Maritime studies/Maritime studies· Environmental Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
19
citations
affunlabeled
Introduction to the themed issue - Poststructural approaches to fisheries
Charles Mather, Jahn Petter Johnsen, Signe Annie Sønvisen, Aarthi Sridhar, Johny Stephen
2017· article· en· MAST. Maritime studies/Maritime studies· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+insufficient_payloadconsensus · insufficient_payload
10
citations
afffundno abstractunlabeled
Small fish consumption in rural Myanmar
Quennie Vi Rizaldo, Wae Win Khaing, Ben Belton
2023· article· en· MAST. Maritime studies/Maritime studies· Nursing
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affunlabeled
Ocean tracking technologies: observing species at risk
Richard Apostle, Tsafrir Gazit
2016· article· en· MAST. Maritime studies/Maritime studies· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+insufficient_payloadconsensus · sts+insufficient_payload
3
citations
afffundaboutunlabeled
Proximity politics in changing oceans
Paul Foley
2021· article· en· MAST. Maritime studies/Maritime studies· Environmental Science
distilled prediction:candidate · metaepi_narrow+open_science+insufficient_payloadconsensus · none
3
citations

How this was built: Screen · Findings · About