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Record W4402338056

Visual Perception under Energy-Efficient Light Sources: Detection of the Stroboscopic Effect Under Low Levels of SVM

2019· report· en· W4402338056 on OpenAlexaffabout
Jennifer A. Veitch, Christophe Martinsons

Bibliographic record

VenueHAL (Le Centre pour la Communication Scientifique Directe) · 2019
Typereport
Languageen
FieldMedicine
TopicOcular and Laser Science Research
Canadian institutionsNational Research Council Canada
Fundersnot available
KeywordsStroboscopeSupport vector machinePerceptionComputer scienceArtificial intelligencePattern recognition (psychology)PsychologyPhysicsOpticsNeuroscience
DOInot available

Abstract

fetched live from OpenAlex

Temporal light modulation (TLM, known colloquially as “flicker”) of light sources has visual, neurobiological, and performance and cognition effects on viewers. This study aims to address an important gap in the scientific literature on the measurement of levels of TLM of light emitting diode (LED) light sources that may affect human health and productivity. The outcomes of this research are intended to assist decision makers when developing lighting policy measures and regulations. This study was initially proposed in response to a request for public comment on the draft European ecodesign regulation for lighting before a vote by the European Union (EU) member countries. An interim report was provided in December 2018, and those data were also presented at the CIE 29th Quadrennial Session in June 2019. This final report is based on a larger data set and contains a more detailed analysis of the subgroups. The International Electrotechnical Commission (IEC) and the Commission Internationale de l’Eclairage (CIE) have identified two metrics which may be measured and used to characterize lighting systems’ TLM: •PstLM, short term flicker metric for visible flicker at frequencies below 80 Hz, and •SVM, Stroboscopic Visibility Measure, for the higher frequency stroboscopic effect. Although the scientific development of these metrics and their associated measurement protocols continues, there is a parallel discussion concerning the appropriate levels of these metrics in regulations. At present there is limited public information concerning the occurrence of the stroboscopic effect under lamps of varying SVM values. To provide further information on levels of SVM, the IEA 4E SSL Annex commissioned this study to test the visibility of the stroboscopic effect for five levels of SVM (targeting values of 0, 0.4-0.6; 1; 1.6; and >2) using an experimental method similar to previous research from which the metric was developed. The preliminary report was based on a sample of 36 people across two sites (NRC in Canada and CSTB in France). This final report is based on data from 85 people (58 from Canada and 27 from France). The study focused on the effects on people under the age of ~30 because there is evidence that younger people may be more sensitive to TLM. The decision to place a limit on any metric involves three choices: (1) The acceptable frequency of the outcome occurring in the population; and (2) the acceptable proportion of the population who might experience this outcome; (3) whether there are sensitive individuals in the population, whose needs might be considered to have a higher priority over those who are less sensitive. These choices are value judgements that research can inform, but cannot determine. These data provide a first step towards discussions among stakeholder groups about suitable limits on lighting system TLM. The following guidance can be drawn from this work: •An SVM>2.0 caused virtually all of the participants to perceive stroboscopic effects of the rotating disk in every trial, and caused 50% of the participants to perceive stroboscopic effects of the metronome in 5 or more trials out of 8. •The proposed upper limit of SVM=1.6 is higher than the SVM for magnetic-ballasted T12 lamps {nema 2017}, which are known to cause headaches and eyestrain and to disrupt eye movements{wilkins veitch 2011}{veitch mccoll 1995}{wilkins 1986}. •25% of the people detected stroboscopic effects with the disk in 7 or more of the 8 trials (i.e., 88% detection), and 6 or more of the 8 trials (i.e., 75% detection) for the metronome at SVM=1.4 (75th percentile overall). The EU-28 population includes ~101 million people between the ages of 0-30. Based on the data presented here, SVM=1.6 would mean that on most of the occasions when they were exposed to that condition, one quarter of these 101 million young people could perceive the stroboscopic effect at greater than chance levels for both horizontal and vertical movement. •The 75th percentile detection rate dropped to 2 out of 8 trials (i.e., 25%) when the SVM was ~0.9. This is lower than the chance level of detection. •At SVM levels of 0.4 and below, the disc stroboscopic detection rate for the top quartile of the people dropped to 0. •Those in the population who are more at risk of visual stress (the top 30% of a measure of this risk) are more annoyed by an SVM of ~1.4 or greater than are those who are at low risk, even when the exposure is short (noting that long exposures were not included in this investigation).

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)0.007
metaresearch head score (Gemma)0.001
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: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.107
Threshold uncertainty score0.929

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.020
GPT teacher head0.290
Teacher spread0.269 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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

Citations2
Published2019
Admission routes2
Has abstractyes

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