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Epistemic Courage

2024· book· en· W4393054674 on OpenAlexaff
Jonathan Jenkins Ichikawa

Bibliographic record

Venuenot available
Typebook
Languageen
FieldHealth Professions
TopicEthics in medical practice
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsCourageEpistemologyPhilosophyPsychologySociologyTheology

Abstract

fetched live from OpenAlex

Abstract Epistemic Courage, by Jonathan Ichikawa, argues that many mainstream ideas about what to believe encode a bias towards the skeptical: we devote a lot of thought and attention to the possible mistake of believing things when we shouldn’t; we ought, Ichikawa argues, to think much more than we do about the possible mistake of not believing things when we should. Mistaken suspension of judgment can be just as irrational, and just as morally and politically unfortunate, as mistaken belief can. Widespread assumptions to the contrary, Ichikawa says, encode a conservative political ideology, motivating an undue deference for the status quo. Throughout the book, Ichikawa uses a wide range of engaging and timely examples to illustrate his points, focusing both on everyday practical cases and on morally weighty and politically controversial ones, like conspiracy theories, medical misinformation, and rape culture. Epistemic Courage demonstrates that epistemology is no mere academic abstraction—the question of what to believe couldn’t be more urgent.

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)0.006
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesResearch integrity, Insufficient payload (model declined to judge)
Consensus categoriesResearch integrity, Insufficient 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: Other
Teacher disagreement score0.113
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0030.030
Insufficient payload (model declined to judge)0.0350.148

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 head0.125
GPT teacher head0.533
Teacher spread0.408 · 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

Citations25
Published2024
Admission routes1
Has abstractyes

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