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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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Complex Systems and Decision Making
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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.

1,260 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.
1,260 works in the cohort · of 4,299,418page 4 of 26

Labels cover 11 of 1,260 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 1,260 of 1,260 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
W<scp>hy are we waiting</scp>?
Jane Ball, Michelle Dixon, Brian Dolan, Lynda Holt, Rosie Wilkinson
2000· article· en· Emergency Nurse· Decision Sciences
machine prediction:candidate · noneconsensus · none
32
citations
afffundunlabeled
Implementation Barriers: A TASKS Framework
Jiami Yang, Lin Yang, Hude Quan, Yong Zeng
2021· article· en· Journal of Integrated Design and Process Science· Decision Sciences
machine prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Thinking about complexity and planning
John Friedmann
2019· article· en· International Planning Studies· Decision Sciences
machine prediction:candidate · noneconsensus · none
28
citations
afffundno abstractunlabeled
Translating value stream maps into system dynamics models: a practical framework
Rodrigo Furlan de Assis, Luis Antonio de Santa-Eulália, William de Paula Ferreira, Fabiano Armellini, Rosley Anholon, Izabela Simon Rampasso +1 more
2021· article· en· The International Journal of Advanced Manufacturing Technology· Decision Sciences
machine prediction:candidate · noneconsensus · none
26
citations
afffundunlabeled
Sustainability Debt: A Metaphor to Support Sustainability Design Decisions
Stefanie Betz, Christoph Becker, Ruzanna Chitchyan, Letícia Duboc, Steve Easterbrook, Birgit Penzenstadler +2 more
2015· article· en· University of Huddersfield Repository (University of Huddersfield)· Decision Sciences
machine prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Toward model-driven sustainability evaluation
Jörg Kienzle, Gunter Mussbacher, Benoît Combemale, Lucy Bastin, Nelly Bencomo, Jean‐Michel Bruel +10 more
2020· article· en· Communications of the ACM· Decision Sciences
machine prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Linear Off-Policy Actor-Critic.
Thomas Degris, Martha White, Richard S. Sutton
2012· article· en· Decision Sciences
machine prediction:candidate · noneconsensus · none
24
citations
aboutno affunlabeled
CCO Theory and Leadership
Ryan S. Bisel, Gail T. Fairhurst, Mathew L. Sheep
2022· book-chapter· en· Decision Sciences
machine prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Management Characteristics of Mega-Projects
Hans de Bruijn, Martijn Leijten
2008· book-chapter· en· Edward Elgar Publishing eBooks· Decision Sciences
machine prediction:candidate · noneconsensus · none
23
citations
afffundunlabeled
Leverage analysis
Ryan J. Murphy, Peter Jones
2020· article· en· FormAkademisk - forskningstidsskrift for design og designdidaktikk· Decision Sciences
machine prediction:candidate · noneconsensus · none
22
citations
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