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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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Marine animal studies overview
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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
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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.

4,737 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.
4,737 works in the cohort · of 4,299,418page 76 of 95

Labels cover 4 of 4,737 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 4,737 of 4,737 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.

affunlabeled
Military Cetology
John Shiga, Max Ritts
2023· preprint· en· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Development of a new SNP panel for bowhead whales (Balaena mysticetus)
Amy B. Baird, John C. George, Robert Suydam, Mary Georges, Alesha Rimmelin, John W. Bickham
2023· article· en· ˜The œjournal of cetacean research and management. Special issue· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Arctic underwater soundscape today and as projected for 2030
Kevin D. Heaney, Christopher M. Verlinden, Kerri D. Seger, Jennifer Brandon, Leila Hatch, Martha Schönau +1 more
2022· article· en· The Journal of the Acoustical Society of America· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
ECR Spotlight – Brett Culbert
2025· article· en· Journal of Experimental Biology· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Long-billed Marsh Wren in New Brunswick
Willie H. Moore
2024· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Townsend's 'along the Labrador Coast'
J. A. Allen
2024· article· Digital Commons - University of South Florida (University of South Florida)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Why do Weddell seals shout?
Jack Terhune
2011· article· en· The Journal of the Acoustical Society of America· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Ocean acoustics at the University of Victoria
Ross Chapman
2014· article· en· The Journal of the Acoustical Society of America· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Nanaimo Free Press [Thursday, March 14, 1895]
2019· other· en· VIUSpace (Vancouver Island University Library)· Environmental Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Orcinus rectipinnus
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Acoustic versus visual monitoring of Cetaceans in coastal habitats
Benjamin Hendricks, Eric M. Keen, Janie Wray, Hussein M. Alidina, Chris R. Picard, Hermann Meuter +1 more
2018· article· en· The Journal of the Acoustical Society of America· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
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