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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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Software Engineering Techniques and Practices
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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.

1,138 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.
1,138 works in the cohort · of 4,299,418page 21 of 23

Labels cover 1 of 1,138 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 1,138 of 1,138 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
SPICE: An Empiricist's Perspective
2022· article· en· Fraunhofer-Publica (Fraunhofer-Gesellschaft)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Kids Code Jeunesse
gestionscolaire
2016· article· fr· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Contents
Fabian Fagerholm, Ivana Bosnić, Federico Ciccozzi, Igor Čavrak, Raffaela Mirandola, Steven I. Case +5 more
2013· paratext· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Tools Track Program Committee
Gustavo A. Oliva, Eunjong Choi, О. В. Кононенко, Shane McIntosh, Hitesh Sajnani
2019· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
17th International Working Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2011). Proceedings of the REFSQ 2011 Workshops REEW, EPICAL and RePriCo, the REFSQ 2011 Empirical Track (Empirical Live Experiment and Empirical Research Fair), and the REFSQ 2011 Doctoral Symposium
Brian Berenbach, Maya Daneva, Jörg Dörr, Samuel Fricker, Vincenzo Gervasi, Martin Glinz +6 more
2011· preprint· en· Econstor (Econstor)· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affunlabeled
Preface
Ana Moreira, Gunter Mussbacher, Jo�ão Araújo, Pablo Sánchez, Alvine Boaye Belle
2024· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
David L. Parnas symposium
Dan Hoffman, Dave Weiss
2001· article· en· International Conference on Software Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Closing the Barn Door
Richard J. Sutcliffe, Benjamin Kowarsch
2016· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Contents
Marian Daun, Andrea Salmon, Yvonne Sedelmaier
2014· paratext· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Opening Words
2008· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Audit Protocol for the
2012· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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