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Record W6931213618 · doi:10.5281/zenodo.4590936

Ein Kalter Krieg der Curricula: Das Physical Science Studies Committee

2020· book-chapter· de· W6931213618 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2020
Typebook-chapter
Languagede
FieldMedicine
TopicInfluenza Virus Research Studies
Canadian institutionsnot available
FundersSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
KeywordsGravitationGeneral interestNatural (archaeology)

Abstract

fetched live from OpenAlex

In dem halbstündigen Lehrfilm Universal Gravitation von 1960 führen Patterson Hume und Donald Ivey, zwei Physiker von der Universität Toronto, Highschool-Student*innen in das Newton'sche Gravitationsgesetz ein. Die beiden jungen, dynamischen Kanadier erklären die Erdanziehung anhand einer Reihe von Experimenten, die nicht auf "unserer" Erde, sondern auf dem imaginären, mondlosen Planeten "X" durchgeführt werden. Der Film vermittelt auf diese Weise nicht nur, dass die Gesetze der Gravitation überall und universell gelten, sondern auch und vor allem, dass diese potenziell von allen Menschen entdeckt werden könnten, sofern diese rational, methodisch und mit Einbildungskraft vorgehen. Oder kurz: sofern sie die Methoden der Physik anwenden.

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)0.005
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.993
Threshold uncertainty score0.175

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0070.004
Scholarly communication0.0100.007
Open science0.0010.007
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0520.022

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 head0.139
GPT teacher head0.374
Teacher spread0.235 · 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.

Study designQualitative
Domainnot available
GenreEmpirical

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
Published2020
Admission routes1
Has abstractyes

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