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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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Ethics in Business and Education
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Abstract
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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.

1,037 results · 1 filter active ·
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20002025
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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.
1,037 works in the cohort · of 4,299,418page 6 of 21

Labels cover 9 of 1,037 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 1,037 of 1,037 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
Stakeholder Theory: A Libertarian Defense
R. Edward Freeman, Robert A. Phillips
2023· book-chapter· en· Issues in business ethics· Decision Sciences
machine prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Using Inside Job to Teach Business Ethics
Ernest N. Biktimirov, Don Cyr
2012· article· en· Journal of Business Ethics· Decision Sciences
machine prediction:candidate · noneconsensus · none
23
citations
affaboutunlabeled
Idealism and Relativism Across Cultures
Ying C. MacNab, David Cruise Malloy, Thomas Hadjistavropoulos, Phillip R. Sevigny, Elizabeth Fahey McCarthy, Masaaki Murakami +3 more
2010· article· en· Journal of Cross-Cultural Psychology· Decision Sciences
machine prediction:candidate · noneconsensus · none
22
citations
afffundunlabeled
The assessment of individual moral goodness
Raymond B. Chiu, Rick D. Hackett
2016· article· en· Business Ethics A European Review· Decision Sciences
machine prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Macromarketing Teaching Materials
Stanley J. Shapiro
2012· article· en· Journal of Macromarketing· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
20
citations
affno abstractunlabeled
Ethical Investing from a Jewish Perspective
Mark S. Schwartz, Meir Tamari, Daniel Schwab
2007· article· en· Business and Society Review· Decision Sciences
machine prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Grand Challenges and the MBA
Amanda Shantz, Melissa Sayer, Janice Byrne, Kiera Dempsey-Brench
2023· article· en· Organizational Behavior Teaching Review· Decision Sciences
machine prediction:candidate · noneconsensus · none
19
citations
affvenueaboutunlabeled
THOUGHTS ON ENGINEERING ETHICS EDUCATION IN CANADA
Andrew Roncin
2013· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Decision Sciences
machine prediction:candidate · metaresearchconsensus · none
17
citations
afffundvenueaboutunlabeled
ENGINEERING ETHICS EDUCATION: MORE THAN A CEAB REQUIREMENT
Cindy Rottmann, Doug Reeve, Robin Sacks, Mike Klassen
2015· article· en· Proceedings of the Canadian Engineering Education Association (CEEA)· Decision Sciences
machine prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Leadership Virtues Exposed
Diane P. Bischak, Jaana Woiceshyn
2015· article· en· Journal of Leadership & Organizational Studies· Decision Sciences
machine prediction:candidate · noneconsensus · none
17
citations
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