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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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Mining and Resource Management
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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.

2,201 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.
2,201 works in the cohort · of 4,299,418page 1 of 45

Labels cover 7 of 2,201 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 2,201 of 2,201 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Environmental conflicts and defenders: A global overview
Arnim Scheidel, Daniela Del Bene, Juan Liu, Grettel Navas, Sara Mingorría, Federico Demaria +5 more
2020· article· en· Global Environmental Change· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
502
citations
affno abstractunlabeled
Community–company relations in gold mining in Ghana
Theresa Garvin, Tara K. McGee, Karen E. Smoyer‐Tomic, Emmanuel Ato Aubynn
2008· article· en· Journal of Environmental Management· Engineering
distilled prediction:candidate · noneconsensus · none
205
citations
affaboutunlabeled
Mining with communities
Marcello M. Veiga, Malcolm J. Scoble, Mary Louise McAllister
2001· article· en· Natural Resources Forum· Engineering
distilled prediction:candidate · noneconsensus · none
180
citations
afffundno abstractunlabeled
Processing centres in artisanal gold mining
Marcello M. Veiga, Gustavo Angeloci, Michael Hitch, Patricio Colón Velásquez-López
2013· article· en· Journal of Cleaner Production· Engineering
distilled prediction:candidate · noneconsensus · none
139
citations
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How this was built: Screen · Findings · About