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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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SpringerBriefs in psychology
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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.

13 results · 1 filter active ·
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20122025
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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.
13 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 13 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 13 of 13 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Culture, Organizations, and Work
Catherine T. Kwantes, Sharon Glazer
2017· book· en· SpringerBriefs in psychology· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
47
citations
affno abstractunlabeled
Organizations and Culture
Catherine T. Kwantes, Sharon Glazer
2017· book-chapter· en· SpringerBriefs in psychology· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
REBT in the Treatment of Subclinical and Clinical Depression
Diana Cândea, Simona Ștefan, Silviu Matu, Cristina Mogoaşe, Felicia Iftene, Daniel David +1 more
2018· book· en· SpringerBriefs in psychology· Psychology
machine prediction:candidate · noneconsensus · none
2
citations
fundno affno abstractunlabeled
The Neuron in Context
Vanessa Lux
2024· book· en· SpringerBriefs in psychology· Neuroscience
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Forms of Workplace Mistreatment
Michael P. Leiter
2012· book-chapter· en· SpringerBriefs in psychology· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Diversity in Global Mental Health
Sabine Bährer‐Kohler, Blanca Bolea-Alamañac
2019· book· en· SpringerBriefs in psychology· Psychology
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The Impact of CREW
Michael P. Leiter
2012· book-chapter· en· SpringerBriefs in psychology· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Culture Across Disciplines
Catherine T. Kwantes, Sharon Glazer
2017· book-chapter· en· SpringerBriefs in psychology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations

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