Editorial, News, Company News, Asian News: - Abstracts
Bibliographic record
Abstract
Australasian Biotechnology, Volume 9 Number 5, November/December 1999, pp. 234-249, 270-271 Editorial, News, Company News, Asian News:- Abstracts:- Code Number: AU99013 FROM THE EDITOR: New Journal Arrangements We are pleased to announce that we have reached agreement with Hallmark Editions of Moorabbin, Melbourne to jointly publish this journal. This arrangement will commence with the next issue. The ABA will retain editorial control, while typesetting, magazine design, advertising and subscriptions will be handled by Hallmark Editions. NEWS: US Senate Declares January 2000 National Biotechnology Month Science Turns Today's Ideas into Tomorrow's Jobs Innovation Summit Forum on Therapeutic Cloning for Tissue Repair Valuable Milk Components R&D Start - Update R&D Tax Concession Food Science Bureau Major Investment to Boost Scottish Biotechnology Consumer Demand for Genetically Pure Food Creates Export opportunity for Australian Farmers: KPMG New Focus for Prestigious Science Prizes Pioneer Researcher into Insulin Action Awarded in Brisbane New Light on the Role of Microbial Pathogens in Atherosclerosis Year 2000 Australian Technology Awards Aussie Research to Help Fight Liver Disease From `The Guardian', London _ 20 Sept 1999 - Blair (UK) and Clinton (US) Push to Stop Gene Patents A Letter from the Secretary-General, OECD The Future of Genetically Engineered Food Crops Scottish Involvement in the Bio-Wise Programme Results from UK-BIA recent AGM and Election of Office Bearers Pre-Budget in UK _ Capital Gains Tax Taper Relief University of Quebec (Montreal) Creates Bio-industries Management Chair Gallup Poll Review of DPI Science COMPANY NEWS Technico's International Expansion Thrombogenix Enters Preclinical Development Fucell Increases Output Roche Holding to Sell Genentech Stock Virax to Use CSIRO Technology in HIV Trials IDT Surges Ahead Novogen Wins R&D Start Grant Spin-Off Company Develops Bioremediation Products Gradipore to Sell Gradigels over the Internet Biota Announces Regulatory Approval for Relenza in Canada Bio-Rad Launches First Products on the Market from Proteome Technology ASIAN NEWS "The Furore Over GMOs Continues Japan Requires GM Food Safety Tests Copyright 1999 Australian Biotechnology Association Ltd.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.414 | 0.349 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".