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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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Team Dynamics and Performance
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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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

643 results · 1 filter active ·
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20002025
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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.
643 works in the cohort · of 4,299,418page 2 of 13

Labels cover 1 of 643 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 643 of 643 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Talking Shop and Shooting the Breeze
2010· article· en· Social Psychological and Personality Science· Psychology
distilled prediction:candidate · stsconsensus · none
94
citations
affunlabeled
Group Cohesion and Performance
2012· article· en· Small Group Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
85
citations
affunlabeled
Team Adaptiveness in Dynamic Contexts
2015· article· en· Group & Organization Management· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
76
citations
affunlabeled
Remote transformational leadership
2003· article· en· Leadership & Organization Development Journal· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
75
citations
affunlabeled
Exploring the Hidden-Profile Paradigm
2015· article· en· Small Group Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
64
citations
affunlabeled
Problem-Solving Team Behaviors
2001· article· en· Small Group Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
62
citations
venueno affunlabeled
Building Trust in High-Performing Teams
2012· article· en· Technology Innovation Management Review· Psychology
distilled prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Collaboration Theory
2014· article· en· Journal of Leadership Education· Psychology
distilled prediction:candidate · noneconsensus · none
44
citations
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How this was built: Screen · Findings · About