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Record W2103482819 · doi:10.1002/sce.20389

Reconstruction of the history of the photoelectric effect and its implications for general physics textbooks

2010· article· en· W2103482819 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueScience Education · 2010
Typearticle
Languageen
FieldEnvironmental Science
TopicScience and Climate Studies
Canadian institutionsUniversity of ManitobaUniversity of Winnipeg
FundersUniversity of ManitobaLouis and Harold Price Foundation
KeywordsEinsteinPhotoelectric effectHistory of sciencePlanckEpistemologyHistory of physicsPhilosophy of sciencePresentation (obstetrics)Theoretical physicsInterpretation (philosophy)PhysicsPhenomenonHistory and philosophy of sciencePerspective (graphical)PresuppositionModern physicsPhilosophyMathematics educationPsychologyQuantum mechanicsMathematics

Abstract

fetched live from OpenAlex

Abstract The photoelectric effect is an important part of general physics textbooks. To study the presentation of this phenomenon, we have reconstructed six essential, history and philosophy of science (HPS)‐related aspects of the events that culminated in Einstein proposing his hypothesis of lightquanta and the ensuing controversy within the scientific community. These aspects are (1) Lenard's trigger hypothesis to explain the photoelectric effect, (2) Einstein's quantum hypothesis to explain the photoelectric effect, (3) lack of acceptance of Einstein's quantum hypothesis in the scientific community, (4) Millikan's experimental determination of the Einstein photoelectric equation and Planck's constant, h , (5) Millikan's presuppositions about the nature of light, and (6) the historical presentation and its interpretation within a history and philosophy of science perspective. Using these aspects as criteria, we analyzed 103 university general physics textbooks. Results obtained reveal that these historical elements are largely ignored or distorted in the textbooks, with only three of the texts obtaining a score of satisfactory and none a score of excellent. It is concluded that inclusion of HPS‐related aspects in general physics textbooks can facilitate a better understanding of the dynamics associated with the initial controversy and final acceptance of Einstein's explanation of the photoelectric effect by the scientific community. © 2010 Wiley Periodicals, Inc. Sci Ed 94 :903–931, 2010

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.763
Threshold uncertainty score0.416

Codex and Gemma teacher scores by category

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

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 head0.011
GPT teacher head0.259
Teacher spread0.248 · 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