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Record W4254498062 · doi:10.1515/9781618118493-012

Notes

2019· book-chapter· en· W4254498062 on OpenAlexfundno aff

Bibliographic record

VenueAcademic Studies Press eBooks · 2019
Typebook-chapter
Languageen
FieldArts and Humanities
TopicMedieval and Classical Philosophy
Canadian institutionsnot available
FundersUniversity of Illinois at Urbana-ChampaignUniversity of OxfordYork UniversityAmerican Academy for Jewish Research
KeywordsComputer science

Abstract

fetched live from OpenAlex

18 Yeḥiyel, Minḥath, 21 (on the movement of skies), 41 (on prophecy), 45 (the polemic with the philosopher Gersonides), 100 (on creation ex nihilo).19 Yeḥiyel, Minḥath, 45.See Gersonides, Commentary on Genesis 18:21.20 On Yoḥanan Alemanno, whose writings remain for the most part unpublished, see U. Cassuto, Gli ebrei a Firenze durante il Rinascimento (Florence, 1918), 301-316.Cf. also M. Idel, "The Curriculum of Yohanan Alemanno" (Hebrew), Tarbiz 48 (1980): 303-331; M. Idel, "The Magical and Neoplatonic Interpretations of the Kabbalah in the Renaissance," in Jewish Thought in the Sixteenth Century, ed.B. D.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.542
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0040.001
Scholarly communication0.0050.004
Open science0.0010.002
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.5420.276

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 head0.240
GPT teacher head0.311
Teacher spread0.071 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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".

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Citations0
Published2019
Admission routes1
Has abstractyes

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