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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 Scholarship Initiative Proceedings
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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.

9 results · 1 filter active ·
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20162017
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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.
9 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 9 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 9 of 9 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
What Is Open?
Rick Anderson, Seth Denbo, Diane J Graves, Susan Haigh, Steven P. Hill, Martin R. Kalfatovic +5 more
2016· article· en· Open Scholarship Initiative Proceedings· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payload
6
citations
affunlabeled
Report from the "What Is Open?" Workgroup
Rick Anderson, Seth Denbo, Diane J Graves, Susan Haigh, Steven P. Hill, Martin R. Kalfatovic +5 more
2016· article· en· Open Scholarship Initiative Proceedings· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+scholarly_communication+open_science+insufficient_payload
1
citations
afffundunlabeled
Culture of Communication Workgroup Report
Barbara DeFelice, Susan Haigh, Barrett Matthews, Dan Morgan, Eric L Olson, Leslie J. Reynolds +3 more
2017· article· en· Open Scholarship Initiative Proceedings· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
0
citations
affunlabeled
Impact Factors
J. Roberto F. Arruda, Robin Champieux, Colleen Cook, Mary Ellen K. Davis, Richard Gedye, Laurie Goodman +3 more
2016· article· en· Open Scholarship Initiative Proceedings· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · bibliometrics+insufficient_payload
0
citations
affunlabeled
Report from the Participation in the Current System Workgroup
Nancy Davenport, Barbara DeFelice, Gary Evoniuk, Pollyanne Frantz, Julie Hannaford, Jeff Mackie-Mason +5 more
2016· article· en· Open Scholarship Initiative Proceedings· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_scienceconsensus · metaresearch
0
citations
affunlabeled
Scholarly Libraries & Library Groups Stakeholder Report
Helena R. Asamoah–Hassan, Marilyn S Billings, Jessica Clemons, Lorcan Dempsey, Shira Eller, Celeste Feather +13 more
2017· article· en· Open Scholarship Initiative Proceedings· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · scholarly_communication
0
citations
afffundunlabeled
Participation in the Current System
Nancy Davenport, Barbara DeFelice, Gary Evoniuk, Pollyanne Frantz, Julie Hannaford, Jeff Mackie-Mason +5 more
2016· article· en· Open Scholarship Initiative Proceedings· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics
0
citations
affunlabeled
Impact Factors Workgroup Report
Susie Allard, Ali Andalibi, Patty Baskin, Marilyn S Billings, Eric Brown, Todd Carpenter +2 more
2017· article· en· Open Scholarship Initiative Proceedings· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication
0
citations

How this was built: Screen · Findings · About