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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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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.

306 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.
306 works in the cohort · of 4,299,418page 2 of 7

Labels cover 0 of 306 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 306 of 306 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Gas Hydrate Distribution and Volume in Canada
J. A. Majorowicz, Kirk Osadetz
2001· article· en· AAPG Bulletin· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
65
citations
affunlabeled
The Songliao Super Basin in northeastern China
Bo Liu, Lingbo Liu, Jian Fu, Tiefeng Lin, Junling He, Xingzhou Liu +2 more
2023· article· en· AAPG Bulletin· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
52
citations
affaboutunlabeled
North American Commission on Stratigraphic Nomenclature
R. M. Easton, James O. Jones, Alfred C. Lenz, Ismael Ferrusquía-Villafranca, Ernest A. Mancini, Bruce R. Wardlaw +2 more
2005· article· en· AAPG Bulletin· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
51
citations
affunlabeled
Fluid evolution in fracturing black shales, Appalachian Basin
John N. Hooker, Joe Cartwright, Ben Stephenson, Calvin R. P. Silver, Alexander J. Dickson, Yu‐Te Hsieh
2017· article· en· AAPG Bulletin· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
45
citations
affunlabeled
The Pannonian Super Basin: A brief overview
Gábor Tari, G. Bada, David R. D. Boote, Csaba Krézsek, Balázs Koroknai, Gábor Kovács +3 more
2023· article· en· AAPG Bulletin· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
40
citations
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