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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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IOP Conference Series Earth and Environmental Science
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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
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.

714 results · 1 filter active ·
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20082025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
714 works in the cohort · of 4,299,418page 1 of 15

Labels cover 2 of 714 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 714 of 714 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Impact of startup scheme on Francis runner life expectancy
M Gagnon, Antoine Tahan, Philippe Bocher, Denis Thibault
2010· article· en· IOP Conference Series Earth and Environmental Science· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
85
citations
affunlabeled
Transient CFD simulation of a Francis turbine startup
J Nicolle, Jean-François Morissette, A M Giroux
2012· article· en· IOP Conference Series Earth and Environmental Science· Engineering
distilled prediction:candidate · noneconsensus · none
70
citations
affunlabeled
Climate engineering responses to climate emergencies
David S. Battisti, Jason J. Blackstock, K. Caldeira, D E Eardley, J. I. Katz, David W. Keith +4 more
2009· article· en· IOP Conference Series Earth and Environmental Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
67
citations
affunlabeled
CFD configurations for hydraulic turbine startup
J Nicolle, A M Giroux, Jean-François Morissette
2014· article· en· IOP Conference Series Earth and Environmental Science· Engineering
distilled prediction:candidate · noneconsensus · none
53
citations
affunlabeled
Hydro-dynamic damping theory in flowing water
Christine Monette, B Nennemann, Charles E. Seeley, André Coutu, Hugues Marmont
2014· article· en· IOP Conference Series Earth and Environmental Science· Engineering
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
Cost of enlarged operating zone for an existing Francis runner
Christine Monette, Hugues Marmont, J Chamberland-Lauzon, Anders Skagerstrand, André Coutu, Jens Carlevi
2016· article· en· IOP Conference Series Earth and Environmental Science· Engineering
distilled prediction:candidate · noneconsensus · none
44
citations
affunlabeled
Stress predictions in a Francis turbine at no-load operating regime
Jean-François Morissette, J Chamberland-Lauzon, B Nennemann, Christine Monette, A M Giroux, André Coutu +1 more
2016· article· en· IOP Conference Series Earth and Environmental Science· Engineering
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Damping measurements in flowing water
André Coutu, Charles E. Seeley, Christine Monette, B Nennemann, Hugues Marmont
2012· article· en· IOP Conference Series Earth and Environmental Science· Engineering
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
CFD based draft tube hydraulic design optimization
John McNabb, Christophe Devals, Stylianos Kyriacou, N Murry, B F Mullins
2014· article· en· IOP Conference Series Earth and Environmental Science· Engineering
distilled prediction:candidate · noneconsensus · none
23
citations
affaboutunlabeled
Very Low Head Turbine Deployment in Canada
Paul G. Kemp, C. Scott Williams, Remi Sasseville, Niels Anderson
2014· article· en· IOP Conference Series Earth and Environmental Science· Earth and Planetary Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
aboutno affunlabeled
Relationship between cow milk yield and milk quality indicators
О. В. Горелик, П.С. Галушина, И. В. Кныш, E Yu Bobkova, I A Grigoryants
2021· article· en· IOP Conference Series Earth and Environmental Science· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
16
citations

How this was built: Screen · Findings · About