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

1,058 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.
1,058 works in the cohort · of 4,299,418page 8 of 22

Labels cover 0 of 1,058 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 1,058 of 1,058 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Directional hydrostratigraphic units simulation using MCP algorithm
Nicolas Benoît, Denis Marcotte, Alexandre Boucher, Dimitri D’Or, Andy F. Bajc, Hassan Rezaee
2017· article· en· Stochastic Environmental Research and Risk Assessment· Environmental Science
distilled prediction:candidate · stsconsensus · none
13
citations
affno abstractunlabeled
Semivariogram Models Based on Geometric Offsets
Michael J. Pyrcz, Clayton V. Deutsch
2006· article· en· Mathematical Geology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affunlabeled
Spatial Analysis in Ecology
Marie‐Josée Fortin, Mark R. T. Dale, Jay M. Ver Hoef
2014· other· en· Wiley StatsRef: Statistics Reference Online· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Implementation Aspects of Sequential Simulation
Stefan Zanon, Oy Leuangthong
2005· book-chapter· en· Quantitative geology and geostatistics· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Multivariate transformed Gaussian processes
Yuan Yan, Jaehong Jeong, Marc G. Genton
2019· article· en· Japanese Journal of Statistics and Data Science· Environmental Science
distilled prediction:candidate · noneconsensus · none
11
citations
venueno affunlabeled
Soil salinity mapping using remote sensing and GIS
Mahmoud Mohamed El-Sayed Gad, Mostafa Mohamed, M.R. Mohamed
2021· article· en· GEOMATICA· Environmental Science
distilled prediction:candidate · noneconsensus · none
10
citations
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