Wishing the C~rnmission Board and staff a Happy New Year 2006!
Bibliographic record
Abstract
htt~:llwww. bcuc.comlAo~lic,ationView.as~x?Aa0licationld=93 Attached please find my Eviderlces # 22, 23 & 24 corrsisting of two papers on the depression of melatonin production in women exposed to elevated magnetic fields:- navies et al (2001) Residential magnetic Fields, Light-at-Night, and N o G ~ u) ; ~ ~ Urinary 6-Sulfatoxymelatunin Concenfratlon in Women (supportedlfunded by EPRI)- Levallois at al (200 1) Effects af Electric and Maguetic Fbids from High-power Lines on Females Urinary Excretion sf 6-Sulfatoxymelatonin (supported by Hydro Quebec 8 Electricite de France) and a paper which is the fifth laboratory to replicate the finding of reduced oncostatic action of melatonin on breast cancer cells at low magnetic field exposures, dawn to 12 rnilliGauss:- lshido st al (2001) Megnstic fields (MF) of 50 Hr at 112 milliCauss] as well as I1000 milliGaussf cause uncoupling of inhibitory pathways of adenylyl cyclaoe mediated by melafunin la receptor In MF-sensitive MCF-7 cells The lshido study may be also "the firsf sfudy lo provide evidence thaf MF may cause uncocrpling of signal transduction fmm melafanin receptors fa adenylyl cyclase". C1-36
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".