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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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Geochemistry and Elemental Analysis
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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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venuejournal
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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.

1,112 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.
1,112 works in the cohort · of 4,299,418page 12 of 23

Labels cover 0 of 1,112 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 1,112 of 1,112 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Another Look at Marine Minerals
Mark D. Hannington, Sven Petersen, John Jamieson
2023· article· en· SEG Discovery· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
venueno affunlabeled
Formation of iron nodules in a Hapludult of central Taiwan
Chung-Wen Pai, M. K. Wang, H. C. Chiang, Hen‐Biau King, Jeen Liang Hwong, Hai‐Ping Hu
2003· article· en· Canadian Journal of Soil Science· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
5
citations
fundno affunlabeled
GEOCHEMICAL NORMALIZERS APPLIED TO THE STUDY OF THE PROVENANCE OF LITHOGENIC MATERIALS DEPOSITED AT THE ENTRANCE OF A COASTAL LAGOON. A CASE STUDY IN AVEIRO LAGOON (PORTUGAL) / NORMALIZADORES GEOQUÍMICOS APLICADOS AO ESTUDO DE PROVENIÊNCIA DE MATERIAIS LITOGÉNICOS DEPOSITADOS NA ENTRADA DE UMA LAGUNA COSTEIRA. UM ESTUDO DE CASO NA LAGUNA DE AVEIRO (PORTUGAL)
Maria Virgínia Alves Martins, Márcia Vidal Nunes, Marcio Alves, Marco Helênio de Paula Alves COELHO, Wellen Fernanda Louzada Castelo, Maria Lúcia Lorini +5 more
2018· article· en· Journal of Sedimentary Environments· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
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