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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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Archaeology and ancient environmental studies
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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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,902 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.
1,902 works in the cohort · of 4,299,418page 6 of 39

Labels cover 1 of 1,902 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 1,902 of 1,902 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Illuminating the past
Richard G. Roberts, Olav B. Lian
2015· article· en· Nature· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Pottery Neolithic landscape modification at Dhra'
Ian Kuijt, Bill Finlayson, Jode MacKay
2007· article· en· Antiquity· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
39
citations
venueno affunlabeled
Sustainable Small-Scale Agriculture in Semi-Arid Environments
Katherine Spielmann, Margaret C. Nelson, Scott Ingram, Matthew A. Peeples
2011· article· en· Ecology and Society· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
38
citations
affno abstractunlabeled
Climate reversals and the transition to agriculture
Gregory K. Dow, Clyde G. Reed, Nancy Olewiler
2009· article· en· Journal of Economic Growth· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Archaeology Introduction
Colin Renfrew
2009· article· en· Radiocarbon· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
35
citations
affaboutno abstractunlabeled
Early Environments and Archaeology of Coastal British Columbia
Quentin Mackie, Daryl Fedje, Duncan McLaren, Nicole Smith, Iain McKechnie
2011· book-chapter· en· Interdisciplinary Contributions to Archaeology/Interdisciplinary contributions to archaeology· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+insufficient_payload
35
citations
fundno affno abstractunlabeled
Towards a science of archaeoecology
Stefani A. Crabtree, Jennifer A. Dunne
2022· review· en· Trends in Ecology & Evolution· Earth and Planetary Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
33
citations

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