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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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Coastal and Marine Management
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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.

1,751 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.
1,751 works in the cohort · of 4,299,418page 34 of 36

Labels cover 8 of 1,751 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 1,751 of 1,751 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
10.1016/s0967-0653(97)88464-5
2000· article· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(98)86411-9
2000· article· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
10.1016/s0967-0653(98)83791-5
黄巧华, Fang Chen, 朱大奎
2000· article· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)80646-1
2000· article· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Ecosystem Impacts of Fishing
Ray Hilborn, Ulrike Hilborn
2012· book-chapter· en· Oxford University Press eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Planning "on the coast" in New Brunswick
2000· article· en· VIURRSpace (Vancouver Island University)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Conference Committee
2020· article· en· IOP Conference Series Earth and Environmental Science· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0967-0653(97)80738-7
2000· article· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)90377-b
2000· article· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/0967-0653(95)91961-3
2000· article· en· Time to knit· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Historic ocean seasonality and global fisheries
Andrew Hume, Nathan Ratledge, Colette C. C. Wabnitz, Maria Lourdes D. Palomares, Robert B. Dunbar
2024· preprint· en· Research Square· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Preface
2007· book-chapter· en· University of British Columbia Press eBooks· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
D6.4. Policy brief providing input and options for the development of legitimate governance arrangements and effective regimes regulating the conservation, restoration and recovering of marine ecosystems: Marine Ecosystem Restoration in Changing European Seas MERCES
Paulina Ramírez‐Monsalve, Eira Carballo Cárdenas, Nelson F. Coelho, Nadia Papadopoulou, Chris Smith, Ronán Long +1 more
2020· report· en· VBN Forskningsportal (Aalborg Universitet)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Index
Ryan T. MacNeil
2024· paratext· en· Bristol University Press eBooks· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
FISHING OFF NOVA SCOTIA
2025· book-chapter· en· University of Pittsburgh Press eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
BOOK REVIEW
TIMOTHY R. PARSONS
2003· article· en· Limnology and Oceanography Bulletin· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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