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Record W2731689937

Issue #9 - February 2015

2014· article· en· W2731689937 on OpenAlexaboutno aff
Natasha Faroogh

Bibliographic record

VenuePro Tem · 2014
Typearticle
Languageen
FieldHealth Professions
TopicMedical Research and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsShitArtEntertainmentMental healthHumanitiesArt historyThe artsMedia studiesVisual artsSociologyPsychology
DOInot available

Abstract

fetched live from OpenAlex

Editor-in-Chief: Natasha Faroogh Assistant English Editor: Stephanie Settle Assistant French Editor: Gervanne Bourquin Editor of Campus Life: Erika Desjardins Editor of Issues and Ideas: Lindsay Drury Editor of Health and Wellness: Samantha Kacaba Editor of Metropolis: Neya Abdi Editor of Arts and Entertainment: Ashley Moniz Editor of Expressions: Sienna Warecki Communications Officer: Victoria Ramsay Design and Layout: Megan Armstrong Touching Hearts with Words: Andrea Gibson Comes to Glendon Letter from the Editor Campus Life Wood on Fire: Recap and Reflection Some Shit We Need To Talk About-- The CUPE Strike: What You Need To Know Glendon Needs Better Mental Health Resources Devenons maitres chez nous! De rouille et d'os Groupe de lecture le Petit Prince du Salon Francophone Lean In: A Group to join on Glendon Campus Regard retrospectif sur la conference-debat consacree a la crise irakienne - organisee par Glendon Mastermind Spotlight on Spring Awakening Lionheart Productions Presents Spring Awakening Spring Awakening a Glendon Tulip Tales! coming to an End! Aimer la Vie a Paris Issues and Ideas Considering the Notion of Choice How Much Is Your Mental Health Worth? Mental Health Services in Canada Need to Improve You cheat! I cheat! We all cheat? Health and Wellness Beat The Binge The Best Time for the Best You is Now! Strictly Sex Arts and Entertainment The Most Anticipated Albums of 2015 Lonely Boy Goes to a Rave Expressions Drifting VS Parting Ways A response to Drifting Away From Old Friends Mal dans l'amour Subconscious Calculator Club

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.764
Threshold uncertainty score0.991

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0100.020

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.157
GPT teacher head0.551
Teacher spread0.394 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2014
Admission routes1
Has abstractyes

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