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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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Treatise on Geochemistry
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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.

30 results · 1 filter active ·
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20032024
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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.
30 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 30 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 30 of 30 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Geochemistry of the Rare-Earth Element, Nb, Ta, Hf, and Zr Deposits
Robert L. Linnen, Iain M. Samson, Anthony E. Williams‐Jones, Anton R. Chakhmouradian
2013· book-chapter· en· Treatise on Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
189
citations
affno abstractunlabeled
Constraints on Crustal Heat Production from Heat Flow Data
Claude Jaupart, J. Mareschal
2003· book-chapter· en· Treatise on Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
132
citations
affno abstractunlabeled
Mantle Samples Included in Volcanic Rocks
D. Graham Pearson, Dante Canil, Steven B. Shirey
2013· book-chapter· en· Treatise on Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
104
citations
affno abstractunlabeled
Deep Fluids in the Continents: II. Crystalline Rocks
Shaun K. Frape, Alexander Blyth, R. Blomqvist, Robert H. McNutt, M. Gascoyne
2003· book-chapter· en· Treatise on Geochemistry· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
92
citations
affno abstractunlabeled
Deep Fluids in the Continents
Shaun K. Frape, Alexander Blyth, Randy L. Stotler, Timo Ruskeeniemi, R. Blomqvist, Robert H. McNutt +1 more
2013· book-chapter· en· Treatise on Geochemistry· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
47
citations
affno abstractunlabeled
Low-Temperature Sediment-Hosted Copper Deposits
Alexandra Brown
2013· book-chapter· en· Treatise on Geochemistry· Chemistry
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
34
citations
affno abstractunlabeled
Eutrophication of Freshwater Systems
N.A. Serediak, Ellie E. Prepas, G. Putz
2013· book-chapter· en· Treatise on Geochemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
19
citations
affno abstractunlabeled
Kimberlites: The deepest geochemical probes of Earth
Andrea Giuliani, Hayden Dalton, D. Graham Pearson
2024· book-chapter· en· Treatise on Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
affno abstractunlabeled
The Lower Oceanic Crust
L. A. Coogan
2007· book-chapter· en· Treatise on Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
18
citations
affno abstractunlabeled
Gem Deposits
Lee A. Groat, David J. Turner, R. J. Evans
2013· book-chapter· en· Treatise on Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
15
citations
affno abstractunlabeled
The biological carbon pump
Uta Passow, Thomas Weber
2023· book-chapter· en· Treatise on Geochemistry· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Geoneutrino Detection
M.C. Chen
2013· book-chapter· en· Treatise on Geochemistry· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Fluid-rock interaction: A mineral deposits perspective
Pilar Lecumberri–Sanchez, Benjamin M. Tutolo, Shaun L.L. Barker
2024· book-chapter· en· Treatise on Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Nutrient dynamics in rivers and lakes
Bernhard Mayer, Ioannis Matiatos
2024· book-chapter· en· Treatise on Geochemistry· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Geochemistry of groundwater: Major and trace elements
Jennifer C. McIntosh, Mark A. Engle, Randy L. Stotler, Grant Ferguson
2024· book-chapter· en· Treatise on Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Diversity of exoplanets
Diana Valencia, Amaya Moro‐Martín, Johanna Teske
2024· book-chapter· en· Treatise on Geochemistry· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Recent developments in volcano gas monitoring
John Stix, Fiona D’Arcy, Jéssica Salas-Navarro
2023· book-chapter· en· Treatise on Geochemistry· Earth and Planetary Sciences
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Geological sampling
Jesse Reimink, Thomas Chacko
2023· book-chapter· en· Treatise on Geochemistry· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
The geochemistry of metal contaminants in the environment
Gabriel Filippelli, Mark Patrick Taylor, Dominique Weis
2024· book-chapter· en· Treatise on Geochemistry· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Editorial Board
Ariel D. Anbar, Dominique Weis, Adina Paytan, Alexandra Turchyn, Anat Shahar, Catherine Chauvel +3 more
2024· paratext· en· Treatise on Geochemistry· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations

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