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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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The APPEA Journal
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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.

163 results · 1 filter active ·
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20002023
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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.
163 works in the cohort · of 4,299,418page 2 of 4

Labels cover 0 of 163 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 163 of 163 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Data driven update to industry Life-Saving Rules
Mariana Carvalho, Kirsty Walker, Odunlami Adeogun, Melissa Mark, Olav Skår
2020· article· en· The APPEA Journal· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Panel discussion: Stakeholder Engagement
Ellen Fanning, Peter Botten, John Cotter, Seiya Ito, Graeme Hunt
2016· article· en· The APPEA Journal· Economics, Econometrics and Finance
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Creating a sustainable business for the 21st century
Ali Moore, E.W. Cochrane, Chris Hartcher, Paul Zealand, Duncan Fraser, Peter Cleary +1 more
2012· article· en· The APPEA Journal· Business, Management and Accounting
distilled prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Finding winners in the hydrogen hype
Prakash Chand Sharma, Flor Lucia De la Cruz, Jonathan Sultoon
2022· article· en· The APPEA Journal· Energy
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Fraccing forum
Maxwell Williamson
2016· article· en· The APPEA Journal· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Plenary Panel Discussion: A resilient supply chain
Peter Bennett, Andrew Kavanagh, Doug Bester
2018· article· en· The APPEA Journal· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
DrillACE concept for New Zealand waters
Rodney Pinna, Glynn Thomas, Michael Bieganski
2009· article· en· The APPEA Journal· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations

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