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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.

9,285 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.
9,285 works in the cohort · of 4,299,418page 2 of 186

Labels cover 4 of 9,285 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 9,285 of 9,285 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
Middle East Respiratory Syndrome
Sarah Shalhoub
2023· article· en· Elsevier eBooks· Medicine
machine prediction:candidate · noneconsensus · none
111
citations
affno abstractunlabeled
Animal Migration
Keith A. Hobson, D. Ryan Norris, Kevin J. Kardynal, Elizabeth Yohannes
2019· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
110
citations
affno abstractunlabeled
Episodic and Semantic Memory
R. Shayna Rosenbaum, Alice S. N. Kim, Stevenson Baker
2017· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
110
citations
affno abstractunlabeled
Biochar for soil amendment
Patrick Brassard, Stéphane Godbout, Vicky Lévesque, Joahnn H. Palacios, Vijaya Raghavan, Ahmed Ahmed +3 more
2019· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
105
citations
affno abstractunlabeled
Torrefaction
Prabir Basu
2013· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
105
citations
affno abstractunlabeled
Effects of Climate Change on Lakes
Warwick F. Vincent
2009· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
104
citations
affno abstractunlabeled
The Concept of Cybercartography
D. R. Fraser Taylor
2003· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
103
citations
affno abstractunlabeled
Self-consolidating concrete
Ammar Yahia, P.-C. Aı̈tcin
2015· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
103
citations
affno abstractunlabeled
Musical Timbre Perception
Stephen McAdams
2012· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
101
citations
affno abstractunlabeled
Biofuels
Yaser Dahman, Kashif Syed, Sarkar Begum, Pallavi Roy, Banafsheh Mohtasebi
2019· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
98
citations
affno abstractunlabeled
Source Monitoring
D. Stephen Lindsay
2008· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
96
citations
affno abstractunlabeled
Insects as an Alternative Protein Source
Yasmeen Akhtar, Murray B. Isman
2017· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
95
citations
affno abstractunlabeled
Wechsler Intelligence Scale for Children—Fifth Edition
Lawrence G. Weiss, Victoria Locke, Tianshu Pan, Jossette G. Harris, Donald H. Saklofske, Aurelio Prifitera
2019· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
93
citations
affno abstractunlabeled
Sustainability of Groundwater Resources
N. B. Basu, K. J. Van Meter
2013· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
93
citations
affno abstractunlabeled
Globalization and Health
Ronald Labonté
2015· book-chapter· en· Elsevier eBooks· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
92
citations
affno abstractunlabeled
Stream Metabolism
Robert O. Hall, Erin R. Hotchkiss
2017· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
92
citations
affno abstractunlabeled
Edible Coating and Film Materials
Monique Lacroix, Khanh Dang Vu
2013· book-chapter· en· Elsevier eBooks· Materials Science
machine prediction:candidate · noneconsensus · none
87
citations
affno abstractunlabeled
Sub-seasonal Predictability and the Stratosphere
Amy H. Butler, Andrew Charlton‐Perez, Daniela I. V. Domeisen, Chaim I. Garfinkel, Edwin P. Gerber, Peter B. Hitchcock +5 more
2018· book-chapter· en· Elsevier eBooks· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
86
citations
affno abstractunlabeled
Code Switching: Linguistic
Shana Poplack
2015· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
85
citations
affno abstractunlabeled
Wireworms as Pests of Potato
Robert S. Vernon, Willem G. van Herk
2012· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
85
citations
affno abstractunlabeled
Fruit and Vegetable Processing Waste
Rakesh Kumar Sharma, Harinder Singh Oberoi, Gurpreet Singh Dhillon
2016· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
85
citations
affno abstractunlabeled
Education and crime
Lance Lochner
2020· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
84
citations
affno abstractunlabeled
Polygon Decomposition
Julian Keil
2000· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
82
citations
fundno affno abstractunlabeled
Positive Affect and Immune Function
Anna L. Marsland, Sarah D. Pressman, Sheldon Cohen
2007· book-chapter· en· Elsevier eBooks· Psychology
machine prediction:candidate · noneconsensus · none
81
citations
affno abstractunlabeled
Life Histories, Axes of Variation in
J.-M. Gaillard, Jean‐François Lemaître, Vérane Berger, Christophe Bonenfant, Sébastien Devillard, Mathieu Douhard +3 more
2016· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
78
citations
affno abstractunlabeled
Marine Transportation and Energy Use
Riley E.J. Schnurr, Tony R. ‎Walker
2019· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
77
citations
affno abstractunlabeled
Neural Networks and Fuzzy Systems
Petr Musı́lek, Madan M. Gupta
2000· book-chapter· en· Elsevier eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
77
citations
affno abstractunlabeled
Collecting zooplankton
D. D. Sameoto, Peter H. Wiebe, Jeffrey A. Runge, L. Postel, Jennifer A. Dunn, C. B. Miller +1 more
2000· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
76
citations
affno abstractunlabeled
The Human Gut Microbiome in Health and Disease
Juan Jovel, Levinus A. Dieleman, Dina Kao, Andrew L. Mason, Eytan Wine
2017· book-chapter· en· Elsevier eBooks· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
75
citations
affno abstractunlabeled
Cell and Tissue Culture
Rosemarie Ganassin, Kristin Schirmer, Niels C. Bols
2000· book-chapter· en· Elsevier eBooks· Environmental Science
machine prediction:candidate · noneconsensus · none
75
citations
affno abstractunlabeled
Structure and properties of fat crystal networks
Silvana Martini, Tarek S. Awad, Alejandro G. Marangoni
2006· book-chapter· en· Elsevier eBooks· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
74
citations
affno abstractunlabeled
Roofing Materials
V.S. Ramachandran, Ralph M. Paroli, J.J. Beaudoin, Ana H. Delgado
2002· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
74
citations
affno abstractunlabeled
Exergy and Energy Analyses
İbrahim Dinçer, Marc A. Rosen
2012· book-chapter· en· Elsevier eBooks· Engineering
machine prediction:candidate · noneconsensus · none
73
citations
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