The AgBiotech Bulletin, Volume 1, Issue 6, Nov./Dec. 1993
Bibliographic record
Abstract
The AgBiotech Bulletin, Volume 1 Issue 6 November/December 1993 Published by AG-WEST BIOTECH INC. Code: NL93026 Size of Files: Text: 47K Graphics: No associated graphics files CONTENTS * Biology Key to Future Dr. Ralph Hardy was a keynote speaker at the Ag-West Biotech annual meeting held September 29th in Saskatoon, Saskatchewan.... * A Declaration of Independence Bill Freiberg has an irreverent wit and a streetfighter's savvy. As publisher of Seed & Crops Industry and Biotech Reporter he gets a first hand look at all the hot news in agbiotech.... * Ag-West Completes Year 4 At the conclusion of the fourth year of full operation for Ag-West Biotech Inc., president Dr. Murray McLaughlin reports that with the assistance of Ag-West, Saskatoon has become firmly established as the leading agbiotechnology centre in Canada.... * Proposed Changes to UK Biotech Regs The House of Lords Select Committee on Science and Technology has responded to industry requests to review biotech regulations which were limiting biotech development in the UK.... * Ignorance Not Bliss for Biotech Misinformation regarding genetic engineering continues to flourish. The following ordinance is a foreshadowing of what is to come if the biotech industry continues to neglect public education.... * A Good BIL is Easier to Get Changes to the small Business Loans Act in effect since April 1, 1993 mean that more businesses than ever before can take advantage of the federal government's Business Improvement Loans (BILs).... * Canadians and Biotechnology The Canadian Institute of Biotechnology (CIB) recently conducted a survey of 1,500 Canadians to determine attitudes and opinions toward biotechnology.... * Nuvotech Ventures International * Special Edition of Review The Patent and Trademark Institute of Canada has issued a Special Edition of the Canadian Intellectual Property Review.... * Industry Survey Findings from a U.S. survey of more than 450 biotechnology chief executive officers show that the biotechnology industry is surprisingly healthy despite growing internal and external changes which are challenging biotech companies to reevaluate their business strategies.... * EC & BST * NETWORK NOTES The Plant Gods Biotech Series on PBS Food Biotech Network Biotech Labeling Opposed BIO-OILS Conference Biotechnology Training Seminar Canamino Inc. Biomedical Research Funded International Biotech Meeting Synthetic Embryo Medium BIO Endorses NAFTA Treaty Novel Foods Regulation AEC * PEOPLE WATCH SWP Agriculture Canada Monsanto Canadian Wheat Board Nobel Prize for Canadian Scientist Agronomist Award Saskatchewan Science Teachers Award VP Retires from Mycogen Ag-West Board Executive CSGA * LEGAL NOTES Biotechnology Law
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.433 | 0.503 |
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 source (direct Gemma or distilled Codex), 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".