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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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Hydraulic Fracturing and Reservoir Analysis
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

2,975 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.
2,975 works in the cohort · of 4,299,418page 9 of 60

Labels cover 2 of 2,975 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 2,975 of 2,975 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Residual Gas Saturation Revisited
Apostolos Kantzas, Minghua Ding, Jong‐Hyeon Lee
2001· article· en· SPE Reservoir Evaluation & Engineering· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
aboutno affunlabeled
Mobil's SAGD Experience at Celtic, Saskatchewan
M. Saltuklaroglu, Gary Wright, Peter Conrad, J.R. McIntyre, G.J. Manchester
2000· article· en· Journal of Canadian Petroleum Technology· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
aboutno affunlabeled
Chemically Enhanced Proppant Transport
Jeff Boyer, Darren Maley, Bill O’Neil
2014· article· en· SPE Annual Technical Conference and Exhibition· Engineering
distilled prediction:candidate · noneconsensus · none
27
citations
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