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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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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.

88 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.
88 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 88 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 88 of 88 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
The Nature Relatedness Scale
Elizabeth K. Nisbet, John M. Zelenski, Steven A. Murphy
2008· article· en· Environment and Behavior· Environmental Science
machine prediction:candidate · noneconsensus · none
1,884
citations
afffundunlabeled
Personally Relevant Climate Change
Leila Scannell, Robert Gifford
2011· article· en· Environment and Behavior· Social Sciences
machine prediction:candidate · noneconsensus · none
678
citations
affunlabeled
Happiness and Feeling Connected
John M. Zelenski, Elizabeth K. Nisbet
2012· article· en· Environment and Behavior· Environmental Science
machine prediction:candidate · noneconsensus · none
502
citations
affunlabeled
Traditional versus Open Office Design
Aoife Brennan, Jasdeep S. Chugh, Theresa J. B. Kline
2002· article· en· Environment and Behavior· Psychology
machine prediction:candidate · noneconsensus · none
400
citations
affunlabeled
Motivating Sustainable Food Choices
Victoria Campbell-Árvai, Joseph Árvai, Linda Kalof
2012· article· en· Environment and Behavior· Environmental Science
machine prediction:candidate · noneconsensus · none
235
citations
affunlabeled
Time Perspective and Sustainable Behavior
Steven Arnocky, Taciano L. Milfont, Jeffrey R. Nicol
2013· article· en· Environment and Behavior· Psychology
machine prediction:candidate · noneconsensus · none
182
citations
affunlabeled
Microclimate and Downtown Open Space Activity
John Zacharias, Ted Stathopoulos, Hanqing Wu
2001· article· en· Environment and Behavior· Environmental Science
machine prediction:candidate · noneconsensus · none
180
citations
aboutno affunlabeled
General Beliefs and Environmental Concern
Anna Olofsson, Susanna Öhman
2006· article· en· Environment and Behavior· Environmental Science
machine prediction:candidate · noneconsensus · none
155
citations
affunlabeled
Decoding Modern Architecture
Robert Gifford, Donald W. Hine, Werner Muller-Clemm, D’Arcy J. Reynolds, Kelly Shaw
2000· article· en· Environment and Behavior· Psychology
machine prediction:candidate · noneconsensus · none
145
citations
affunlabeled
Standing for Where You Sit
Alan Ewert, Douglas Baker
2001· article· en· Environment and Behavior· Environmental Science
machine prediction:candidate · noneconsensus · none
133
citations
afffundunlabeled
Linking Lighting Appraisals to Work Behaviors
Jennifer A. Veitch, Mariska G. M. Stokkermans, Guy R. Newsham
2011· article· en· Environment and Behavior· Environmental Science
machine prediction:candidate · noneconsensus · none
125
citations
affunlabeled
New Housing as Neighborhood Revitalization
Graham Brown, Barbara B. Brown, Douglas D. Perkins
2004· article· en· Environment and Behavior· Social Sciences
machine prediction:candidate · noneconsensus · none
92
citations
affaboutunlabeled
Environmental Activism in the Forest Sector
Bonita L. McFarlane, Len M. Hunt
2006· article· en· Environment and Behavior· Environmental Science
machine prediction:candidate · noneconsensus · none
71
citations
affunlabeled
Houses of Worship as Restorative Environments
Thomas Herzog, Pierre Ouellette, Jennifer R. Rolens, Angela M. Koenigs
2009· article· en· Environment and Behavior· Environmental Science
machine prediction:candidate · noneconsensus · none
67
citations
affunlabeled
Antarctica
Peter Suedfeld, Karine Weiss
2000· article· en· Environment and Behavior· Medicine
machine prediction:candidate · noneconsensus · none
65
citations
afffundunlabeled
Be the Change You Want to See
Reuven Sussman, Robert Gifford
2011· article· en· Environment and Behavior· Environmental Science
machine prediction:candidate · noneconsensus · none
56
citations
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