Jev classification use cases

Jev Choice and Score questions that assign a label, topic, or hierarchy node. Used for papers, live ads, RAG passages, taxonomies, page clutter, and industry groups.

Published Jev use cases

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Jev classification scores Sarvagya's Backdoor candidate against 400 companies in 12 seconds

Ask Jev how well the candidate fits each company job, and whether it mismatches the profile.

Classification
NoulScore
Sarvagya Kulshreshtha
Jev classification scores 700 Gojiberry outreach messages for performance and mismatch

Ask Jev how each personalised outreach message would perform, and whether it mismatches the lead.

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NoulScore
Romàn
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Score
SmalltownRobot
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Score
Robin Bilgil
Jev classification in Ohans Emmanuel's Abide coding-agent rules

Ask Jev how this item should be scored in Abide coding-agent rules.

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Score
Ohans Emmanuel
Jev classification gates an offline research step in Otto's agent

Ask Jev whether this offline research step should proceed.

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Otto
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Score
Nico More
Jev classification in alaska's Choice versus Noul trolley dilemmas

Ask Jev how this item should be scored in Choice versus Noul trolley dilemmas.

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alaska
Jev classification in Parth's Chrome Dino with live decision scores

Ask Jev how this item should be scored in Chrome Dino with live decision scores.

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Parth
Jev classification in corent's Corent model routing

Ask Jev how this item should be scored in Corent model routing.

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corent
Jev classification in Nesan Selvan's Every Pac-Man move chosen by Jev

Ask Jev how this item should be scored in Every Pac-Man move chosen by Jev.

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Nesan Selvan
Jev classification in Szymon Chmal's Flappy Apex plays itself

Ask Jev how this item should be scored in Flappy Apex plays itself.

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Szymon Chmal
Jev classification triages incidents in Box's workflow

Ask Jev how this incident should be triaged.

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Box
Jev classification scores an eval case in Nick DeJesus's Jevals

Ask Jev whether this eval case should pass.

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Nick DeJesus - Former Unpaid CTO @BTPipeline
Jev classification in Imon Roy's Jevsume resume feedback

Ask Jev how this item should be scored in Jevsume resume feedback.

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Imon Roy
Jev classification scores a LinkedIn post in iamrobinvv's viral meter

Ask Jev how this LinkedIn post should be scored.

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Score
iamrobinvv
Jev classification scores prompt difficulty in Kevin Grajeda's composer

Ask Jev how difficult this prompt is before send.

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Score
Kevin Grajeda
Jev classification in Peter Wang's Quality checks for physical-AI action labels

Ask Jev how this item should be scored in Quality checks for physical-AI action labels.

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Peter Wang
Jev classification in arjun's Rank every Pokémon by any question

Ask Jev how this item should be scored in Rank every Pokémon by any question.

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arjun
Jev classification in Sasha's Recipe scoring on five dimensions

Ask Jev how this item should be scored in Recipe scoring on five dimensions.

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Score
Sasha
jevcal keeps Jev answers only above a measured confidence threshold

Ask Jev each labelled Choice, Noul, or Score, then keep the answer only when its confidence meets the compiled threshold.

Classification
ChoiceNoulScore
Abhishek Kothari
Jev classification judges a question on Wayne Sutton's Ask Jev

Ask Jev how this visitor question should be judged.

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Score
Wayne Sutton
Jev classification in Niaz Morshed's Jev-review feedback for coding agents

Ask Jev how this item should be scored in Jev-review feedback for coding agents.

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Score
Niaz Morshed