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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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˜The œjournal of cetacean research and management. Special issue
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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
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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.

71 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.
71 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 71 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 71 of 71 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
Best practice guidelines for cetacean tagging
Russel D. Andrews, Robin W. Baird, John Calambokidis, Caroline E. C. Goertz, Frances M. D. Gulland, Mads Peter Heide‐Jørgensen +15 more
2019· article· en· ˜The œjournal of cetacean research and management. Special issue· Environmental Science
machine prediction:candidate · noneconsensus · none
121
citations
affunlabeled
Designing line transect surveys for complex survey regions
Len Thomas, Robert W. Williams, Doug Sandilands
2023· article· en· ˜The œjournal of cetacean research and management. Special issue· Environmental Science
machine prediction:candidate · noneconsensus · none
73
citations
aboutno affunlabeled
Vocalisation rates of the North Atlantic right whale (Eubalaena glacialis)
Jermey N. A. Matthews, Stephen Brown, Douglas Gillespie, Mary A. Johnson, Richard McLanaghan, Anna Moscrop +4 more
2023· article· en· ˜The œjournal of cetacean research and management. Special issue· Environmental Science
machine prediction:candidate · noneconsensus · none
49
citations
afffundunlabeled
Chronic ocean noise and cetacean population models
Rob Williams, Danielle Cholewiak, Christopher W. Clark, Christine Erbe, Craig George, Robert C. Lacy +9 more
2020· article· en· ˜The œjournal of cetacean research and management. Special issue· Environmental Science
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Euthanasia of beached humpback whales using explosives
Douglas Coughran, Ian Stiles, Peter R. Mawson
2023· article· en· ˜The œjournal of cetacean research and management. Special issue· Environmental Science
machine prediction:candidate · noneconsensus · none
9
citations

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