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

24 results · 1 filter active ·
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20032025
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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.
24 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 24 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 24 of 24 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.

affunlabeled
Contesting the Value of “Creating Shared Value”
Andrew Crane, Guido Palazzo, Laura J. Spence, Dirk Matten
2014· article· en· California Management Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
888
citations
aboutno affunlabeled
Paradoxical Leadership to Enable Strategic Agility
Marianne W. Lewis, Constantine Andriopoulos, Wendy K. Smith
2014· article· en· California Management Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
382
citations
affunlabeled
<i>Ad Lib</i> : When Customers Create the Ad
Pierre Berthon, Leyland Pitt, Colin Campbell
2008· article· en· California Management Review· Social Sciences
machine prediction:candidate · noneconsensus · none
299
citations
affunlabeled
Tackling Societal Challenges with Open Innovation
Anita M. McGahan, Marcel Bogers, Henry Chesbrough, Marcus Holgersson
2020· article· en· California Management Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
167
citations
affunlabeled
Balanced Workplace Flexibility: Avoiding the Traps
Ellen Ernst Kossek, Rebecca J. Thompson, Brenda A. Lautsch
2015· article· en· California Management Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
104
citations
affunlabeled
How Do Intelligent Goods Shape Closed-Loop Systems?
Risto Rajala, Esko Hakanen, Juri Mattila, Timo Seppälä, Mika Westerlund
2018· article· en· California Management Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
97
citations
affunlabeled
Rise of the Startup City
Richard Florida, Charlotta Mellander
2016· article· en· California Management Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
90
citations
affunlabeled
Managing Creativity in Small Worlds
Lee Fleming, Matt Marx
2006· article· en· California Management Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
39
citations
affunlabeled
B2B Brand Architecture
Steve Muylle, Niraj Dawar, Deva Rangarajan
2012· article· en· California Management Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
On the Complexity of Managing Transparency
Roy Suddaby, Rajat Panwar
2022· article· en· California Management Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Four Forms That Fit Most Organizations
Henry Mintzberg
2023· article· en· California Management Review· Decision Sciences
machine prediction:candidate · noneconsensus · none
11
citations
affunlabeled
CGIP: Managing Consumer-Generated Intellectual Property
Pierre Berthon, Leyland Pitt, Jan Kietzmann, Ian P. McCarthy
2015· article· en· California Management Review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
6
citations

How this was built: Screen · Findings · About