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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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PolyPublie (École Polytechnique de Montréal)
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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.

2,428 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,428 works in the cohort · of 4,299,418page 1 of 49

Labels cover 10 of 2,428 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 2,428 of 2,428 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
On testing machine learning programs
2020· article· en· PolyPublie (École Polytechnique de Montréal)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
198
citations
affunlabeled
Regularized Policy Iteration
2008· article· en· PolyPublie (École Polytechnique de Montréal)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
108
citations
affno abstractunlabeled
Deep Nets Don't Learn via Memorization
2017· article· en· PolyPublie (École Polytechnique de Montréal)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
60
citations
aboutno affunlabeled
L'intervention en ergonomie
2011· book· fr· PolyPublie (École Polytechnique de Montréal)· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
51
citations
affunlabeled
Regularization in reinforcement learning
2011· article· en· PolyPublie (École Polytechnique de Montréal)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
31
citations
affunlabeled
Iterative Value-Aware Model Learning
2018· article· en· PolyPublie (École Polytechnique de Montréal)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
aboutno affunlabeled
Typology of Carsharing Members
2011· article· en· PolyPublie (École Polytechnique de Montréal)· Engineering
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Chatbots as assistants: an architectural framework
2017· article· en· PolyPublie (École Polytechnique de Montréal)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
18
citations

How this was built: Screen · Findings · About