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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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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.

1,344 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.
1,344 works in the cohort · of 4,299,418page 18 of 27

Labels cover 3 of 1,344 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 1,344 of 1,344 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Nemaska, Hanwa sign lithium deal
Martim Facada
2018· article· en· Industrial Minerals· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Year in Review 2013: Lithium
Siobhan Lismore-Scott
2014· article· en· Industrial Minerals· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The sands of time: : TiO2 feedstocks to 2020
Cameron Perks, Industrial Minerals
2018· article· eo· Industrial Minerals· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Going up in smoke
Siobhan Lismore-Scott
2014· article· en· Industrial Minerals· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Rio's minerals sees earnings rise 250%
Myles McCormick, Davide Ghilotti
2017· article· en· Industrial Minerals· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Kola's Elemental approach
Bianca Thair
2012· article· en· Australia's Paydirt· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Company Profile: Avalon Rare Metals Inc.
E. D. Hughes
2013· article· en· Industrial Minerals· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Fluorspar: : 2014 Review
Andrew Miller
2015· article· en· Industrial Minerals· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Diligence reigns in Kimberley
Luke Sizer
2012· article· en· Australia's Paydirt· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
FMC to buy lithium from Quebec’s Nemaska
Melody Bomgardner
2016· article· en· C&EN Global Enterprise· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
TiO2 feedstocks: : mind the gap
Kasia Patel
2014· article· eo· Industrial Minerals· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
No respite for rare earths
Industrial Minerals
2016· article· en· Industrial Minerals· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Tianqi buys 23.77% stake at SQM for $4bln
Martim Facada
2018· article· en· Industrial Minerals· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations

How this was built: Screen · Findings · About