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Record W614892215

Photonics North 2006 : 5-8 June 2006, Quebec City, Quebec, Canada

2006· book· en· W614892215 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueSPIE eBooks · 2006
Typebook
Languageen
FieldEngineering
TopicOptical Coherence Tomography Applications
Canadian institutionsnot available
Fundersnot available
KeywordsOptical coherence tomographyPhotonicsPhysicsOpticsArtArt history
DOInot available

Abstract

fetched live from OpenAlex

[Show Abstracts] To view an abstract for an individual paper, or place a paper order, click the paper title. 634301 All reflective optical delay line for real-time optical coherence tomography Chia-Yun Kao, Ian Chao-Ming Chang, Max Ti-Kuang Hou, I-Jen Hsu 634302 Large area full-field optical coherence tomography Shoude Chang, Sherif Sherif, Costel Flueraru 634303 Dental caries detection by optical spectroscopy: a polarized Raman approach with fibre-optic coupling A. C.-T. Ko, L.-P. Choo-Smith, J. Werner, M. Hewko, M. G. Sowa, C. Dong, B. Cleghorn 634304 Development of a laser speckle imaging system for measuring relative blood flow velocity Michael S. Smith, Ernie F. Packulak, Michael G. Sowa 634305 Using fluorescence to augment the efficacy of photodynamic therapy Dwayne J. Dickey, Weiyang Liu, Selvaraj Naicker, Thomas Woo, Ronald B. Moore, John Tulip 634306 In vitro studies of the efficiency of two-photon activation of photodynamic therapy agents Mamta Khurana, Aliaksandr Karotki, Hazel Collins, Harry L. Anderson, Brian C. Wilson 634307 Optimization of nonlinear excitation for reducing light-induced changes in photosynthetic systems during imaging with multimodal microscopy Richard Cisek, Arkady Major, Nicole Prent, Catherine Greenhalgh, Virginijus Barzda 634308 Dynamic investigation of Drosophila myocytes with second harmonic generation microscopy Catherine Greenhalgh, Bryan Stewart, Richard Cisek, Nicole Prent, Arkady Major, Virginijus Barzda 634309 Animal model for two-photon excitation in the eye Mark Bird, Melanie C. W. Campbell.

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 categoriesMeta-epidemiology (narrow)
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 score0.107
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
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 head0.007
GPT teacher head0.186
Teacher spread0.179 · 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