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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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Evaluation Journal of Australasia
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Retraction
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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.

19 results · 1 filter active ·
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20022023
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
19 works in the cohort · of 4,299,418page 1 of 1

Labels cover 1 of 19 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 19 of 19 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Contribution analysis
Fiona Kotvojs, Bradley Shrimpton
2007· article· en· Evaluation Journal of Australasia· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
37
citations
affunlabeled
Thinking with complexity in evaluation: A case study review
Chris Roche, Graham Brown, Samantha Clune, Nora Shields, Virginia Lewis
2021· article· en· Evaluation Journal of Australasia· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
6
citations
aboutno affunlabeled
A Culturally Adaptive Approach to First Nations evaluation consulting
Catherine Street, Belinda Kendall, Tina McGhie, Lauren O’Flaherty, Darren Schaeffer
2022· article· en· Evaluation Journal of Australasia· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
3
citations
affaboutgpt · no categorygrok · no categoryopus · no categorymodels split
Advancing an ethical imperative for collaborative approaches to evaluation with low incidence and underserved communities: Insights from a DeafBlind Support Services pilot program evaluation
Vannesa Joly, Colleen McClure, Cheryl Poth, Navida Bachan, R McCarthy, C. Stephen Redhead +1 more
2023· article· en· Evaluation Journal of Australasia· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
2
citations
affaboutunlabeled
The fate of recommendations
Glenn Wheeler
2007· article· en· Evaluation Journal of Australasia· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
1
citations

How this was built: Screen · Findings · About