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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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Open Source Software Innovations
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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.

725 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.
725 works in the cohort · of 4,299,418page 9 of 15

Labels cover 4 of 725 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 725 of 725 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Electronic publishing: politics and pragmatics
2007· article· en· DMU Open Research Archive (De Montfort University)· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
2
citations
venueno affno abstractunlabeled
Economic Free Software Perspectives
2009· article· en· ˜The œopen source business resource· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
2
citations
venueno affno abstractunlabeled
Use of Open Source Software by the Brazilian Government
2009· article· en· ˜The œopen source business resource· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · open_science
2
citations
affunlabeled
Exploring value change
2022· article· en· Prometheus· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
The Success of Open Source
2007· article· en· Canadian Journal of Political Science· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
2
citations
affunlabeled
What motivates software practitioners to contribute to inner source?
2022· article· en· Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
1
citations
affunlabeled
La biotechnologie ouverte
2009· article· fr· médecine/sciences· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
About Our Authors
2012· article· en· Information Systems Research· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
Process Analysis of Knowledge Production
2011· article· en· International Journal of Applied Logistics· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About