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Record W178928991

Malus's law of light polarization using a Computer-Based Laboratory

2009· article· en· W178928991 on OpenAlex
Djlali Amrani, P. Paradis

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.

Bibliographic record

VenueLatin American journal of physics education · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicKnowledge Societies in the 21st Century
Canadian institutionsÉcole de Technologie Supérieure
Fundersnot available
KeywordsHumanitiesPhysicsPolarizerOpticsPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

espanolSe utilizo un arreglo experimental basado en un sistema de adquisicion de datos controlados por computadora para medir la intensidad de la luz transmitida a traves de dos polarizadores y el angulo, �AE, de los ejes de los polarizadores. La instalacion se propuso a estudiantes de fisica para hacer practicas reales en donde se muestra la adquisicion de datos experimentales en tiempo real que facilitan el analisis y la interpretacion de resultados. Los excelentes resultados cuantitativos y cualitativos son reportados y se comparan con la teoria exacta de la ley de Malus. La pendiente de la traza de datos de la intensidad de la luz contra el cos2�AE posee una incertidumbre en el 0,8% de la unidad. EnglishAn experimental arrangement based on computer-controlled data acquisition system was used to measure the light intensity transmitted through two polarizers and the angle, e, of the axes of the polarizers. The setup was proposed to physics undergraduate students to do real hands-on experiment where real-time display of the experimental data facilitates the analysis and interpretation of the results. The excellent quantitative and qualitative results are reported and compared with the exact theory of Malus's law. The slope of the plotted data of light intensity versus cos2e has an uncertainty within 0.8% of unity.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.440
Threshold uncertainty score0.361

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.307
Teacher spread0.296 · 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