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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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Animal Sentience
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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.

69 results · 1 filter active ·
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20162025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
69 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 69 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 69 of 69 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
What is in an octopus's mind?
2019· article· en· Animal Sentience· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
affunlabeled
What if all animals are sentient?
2017· article· en· Animal Sentience· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
affunlabeled
Domestication and cognitive complexity
2019· article· en· Animal Sentience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
All living organisms are sentient
2022· article· en· Animal Sentience· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
16
citations
affunlabeled
An invertebrate perspective on pain
2016· article· en· Animal Sentience· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Insentient “cognition”?
2023· article· en· Animal Sentience· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
Reconciling just preservation
2019· article· en· Animal Sentience· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Are some animals also moral agents?
2019· article· en· Animal Sentience· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
6
citations
affunlabeled
Plant sentience: Not now, maybe later?
2023· article· en· Animal Sentience· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affunlabeled
Sentience, the final frontier....
2018· article· en· Animal Sentience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Reflections on sheep rearing
2019· article· en· Animal Sentience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Octopus sentience: Three criteria
2019· article· en· Animal Sentience· Agricultural and Biological Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Chicken minds and moral standing
2018· article· en· Animal Sentience· Veterinary
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Lessons from behaviour for brain imaging
2018· article· en· Animal Sentience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
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