The Agbiotech Bulletin, Vol 3, Issue 2, February 1995
Bibliographic record
Abstract
The Agbiotech Bulletin Vol 3, Issue 2, February 1995 Code\nNumber:NL95017 Size of Files: Text: 64K No associated graphic files\nFeatures Biotechnology: A Tool for Sustainable Development Says IBAC\nNature of the organization Canadian Institute of Biotechnology (CIB)\nPosition on CEPA Regulations Non-Scientists Introduced to Biotechnology\nNews U of S Investigates Legume Inoculants SRC to Employ Plants to Test\nfor Toxics Prairie Ecosystem Study (PECOS) seeks inputs Saskatoon\nCompanies Move to Innovation Place Regulatory Guidelines Released\nBiomira Expands Clinical Trials for Cancer Vaccine Simple Test Aids\nDefense Against Top Cereal Disease BST Has American Customers Satisfied\nNorth Carolina Bioscience Initiative for Minorities Cyanamid to Test\nImproved Bioinsecticide Calgene Receives U.S. Patent for Plant Oils\nGene China Trademark Association Established First Transgenic Rice\nHarvested in Japan Ethanol from organic wastes Trends Saskatchewan\nInitiative to Enhance Wheat Starch Regulatory Efficiencies Planned to\nCut Red Tape Additional Flavr Savr Tomato Line Non regulated Lighter\nRegulation for Transgenic Plants Coming Slowly to Europe Super Rice\nCommercially Available by Year 2000 Alliances PBI/CanAmera Foods Sign\nAgreement Alberta and California Companies to Merge Canadian Biotech\nAlliances Double Cooperative Research South of the Boarder Mogen/PGS\nEnter Licensing Agreement Finance Royal Bank Moves into Saskatoon's\nInnovation Place Royal Bank Lead Partner in Funding to Commercialize\nResearch Labour Venture Capital to Appear in March Alliances Key to\nGlobal Marketing R&D tax regulations enhanced for small business\nThe World Bank and Ag Biotech Projects Issues Goodale Shares Vision for\nCanadian Ag Industry Education for a high tech society BST Treated Cows\nSuffer Less Mastitis Risk-Assessment Experiments and Biotechnology EDF\nlaunches petition on bioengineered foods Gene-altered java: the next\nbiotech controversy? Attitudes Consumer Biotechnology Projects Surveys\nStakeholders Focus Groups Reveal Public Attitude to biotech Opinion\nPolls Okay Biotech Resources Oat Conference/Barley Genetics Symposium\nMethod for Oil Analysis Technology opportunities available Business\nCooperation Network (BCNet) IDRC Annual Report Canadian R&D News\nGuide to Writing Scientific Reports/Papers NAPPO Technopoles: 21st\nCentury Industrial Complexes Plant Genome Database Economic Prospects\nfor Ag Biotech Kentucky to Host Plant Commercialization Conference\nBibliography on Biotech and Sustainable Agriculture Ag Biotech in\nMexico People Watch Agriculture Canada Royal Bank Asia Pacific Economic\nCo-operation (APEC) Study Centre Cominco Fertilizers IDRC AERO\nAlternative Energy Resources Organization (AERO)
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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 | 0.001 | 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) | 0.014 | 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".