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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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Critical Reviews in Biotechnology
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Retraction
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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.

52 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.
52 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 52 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 52 of 52 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.

afffundunlabeled
A Review of Plastic Waste Biodegradation
Ying Zheng, Ernest K. Yanful, Amarjeet Bassi
2005· review· en· Critical Reviews in Biotechnology· Materials Science
machine prediction:candidate · noneconsensus · none
550
citations
afffundunlabeled
Biofiltration of Air: A Review
Marie‐Caroline Delhoménie, Michèle Heitz
2005· review· en· Critical Reviews in Biotechnology· Chemical Engineering
machine prediction:candidate · noneconsensus · none
404
citations
affunlabeled
Bio-Microarray Fabrication Techniques—A Review
Irena Barbulovic-Nad, Michael Lucente, Yu Sun, Mingjun Zhang, Aaron R. Wheeler, Markus Bussmann
2006· review· en· Critical Reviews in Biotechnology· Engineering
machine prediction:candidate · noneconsensus · none
375
citations
affunlabeled
Extraction and Analysis of Polyphenols: Recent trends
C.M. Ajila, Satinder Kaur Brar, M. Verma, R.D. Tyagi, Stéphane Godbout, José R. Lerma Valero
2010· review· en· Critical Reviews in Biotechnology· Medicine
machine prediction:candidate · noneconsensus · none
342
citations
affunlabeled
Bio-processing of agro-byproducts to animal feed
C.M. Ajila, Satinder Kaur Brar, M. Verma, R. D. Tyagi, Stéphane Godbout, José R. Lerma Valero
2012· review· en· Critical Reviews in Biotechnology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
246
citations
aboutno affunlabeled
Biological Bleaching of Chemical Pulps
Pratima Bajpai
2004· review· en· Critical Reviews in Biotechnology· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
204
citations
affunlabeled
Poly(glutamic Acid) for Biomedical Applications
Andrew Richard, Argyrios Margaritis
2001· review· en· Critical Reviews in Biotechnology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
134
citations
affunlabeled
Stimuli-responsive biomaterials: smart avenue toward 4D bioprinting
Maedeh Rahimnejad, Sepideh Jahangiri, Shahrzad Zirak Hassan Kiadeh, Seyedkamaladdin Rezvaninejad, Zarrin Ahmadi, Sepideh Ahmadi +2 more
2023· review· en· Critical Reviews in Biotechnology· Engineering
machine prediction:candidate · noneconsensus · none
51
citations
affunlabeled
Advances in directed molecular evolution of reporter genes
Ai‐Sheng Xiong, Ri‐He Peng, Jing Zhuang, Jim Davies, Jian Zhang, Quan‐Hong Yao
2011· review· en· Critical Reviews in Biotechnology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
21
citations
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