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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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Ocean & Coastal Management
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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.

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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.

132 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.
132 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 132 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 132 of 132 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Identifying culturally significant areas for marine spatial planning
Kira Gee, Andreas Kannen, Robert Adlam, Cecilia Brooks, Mollie Chapman, Roland Cormier +4 more
2016· article· en· Ocean & Coastal Management· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
135
citations
affno abstractunlabeled
Opportunities for blue carbon strategies in China
Jiaping Wu, Haibo Zhang, Yiwen Pan, Dorte Krause‐Jensen, Zhiguo He, Wei Fan +13 more
2020· article· en· Ocean & Coastal Management· Environmental Science
distilled prediction:candidate · noneconsensus · none
106
citations
affno abstractunlabeled
Adaptation to sea level rise on low coral islands: Lessons from recent events
Miguel Esteban, Ma. Laurice Jamero, Leonard Nurse, Lilian Yamamoto, Hiroshi Takagi, Nguyen Danh Thao +10 more
2018· article· en· Ocean & Coastal Management· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
63
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
affno abstractunlabeled
A shoreline management plan for Iranian coastlines
Mohammad Dibajnia, Mohsen Soltanpour, Freydoon Vafai, Alireza Kebriaee
2012· article· en· Ocean & Coastal Management· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
27
citations
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