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Record W7021184601

199 News, Vol. 13 No. 7, October 1978

2023· other· en· W7021184601 on OpenAlexaboutno aff

Bibliographic record

VenueBrock University Digital Repository (Brock University) · 2023
Typeother
Languageen
FieldMedicine
TopicGlaucoma and retinal disorders
Canadian institutionsnot available
Fundersnot available
KeywordsWork (physics)GermanSettlement (finance)IrishRevenue
DOInot available

Abstract

fetched live from OpenAlex

An issue of 199 News for October 1978. This issue includes: Cullen Two-Year Settlement Reached, Golden Eagles Win It all, Labour Council Election Results, CLC Suspends Exchange With Soviets, All Lungs Lost!, Supermarket Rip-Off, Letter To The Editor, Retirement and UIC, Associated Services, Common Toxic Substances and Their Effects, Private Insurance Companies Shaft Autor Workers, The Price-Wage Spiral Heats Up, Auto Family Credit Union Niagara Limited, Health and Safety, Health Insurance Costs, Detectors Can Lie, US Cars Could Beat Imports: If the Big 3 Tried Harder, Retirees of Local 199 UAW Enjoy Annual Picnic, Is Your Child on Drugs?, The Blind Lead the Country, Do You Eat Candy for Breakfast?, Cancer: Real Threat or Overrated Scare?, Retirees Corner, A Young Man and His Union, Local 199 UAW Women's Committee Hold Wine and Cheese Party, 10 Common Strike Myths, Unionized Hotels in St. Catharines, A Muskie for Sonny Pascuzzi, 15th Annual Canadian Women's Conference, Welding Safety, Ammonia Hazards, 35 Hour Week German Demand, Work Without Guilt, Metro Industrial Linen Service, GM Chairman Leo Rustin's Column, Plan Shutdowns Are Natural Disasters.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.620
Threshold uncertainty score0.884

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.000
Scholarly communication0.0040.001
Open science0.0010.001
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.3800.368

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

Classification

machine, unvalidated

Machine predicted; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2023
Admission routes1
Has abstractyes

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