Bibliographic record
Abstract
Cannabis refers to a genus of annual, herbaceous, dioecious flowering plants that are members of the family Cannabaceae, which include about 102 plant species.Although there is much debate, the most common taxonomy is that the genus Cannabis comprises one species, Cannabis sativa L (C. sativa)., which includes the highly polymorphic subspecies sativa, and indica. Hemp and cannabis both refer to the same species C. sativa; however, there is important distinction between the two. Whereas hemp (fiber-type) is grown for its cellulose-rich fiber in the stem, cannabis (drug-type) is cultivated for its flowers where the glandular trichomes produce the psychoactive delta-9-tetrahydrocannabinol (THC) and cannabidiol (CBD). THC provides the analgesic and relaxing effects of cannabis, whereas CBD produces other effects such as antiemetic and soporific properties. Researchers have used the THC content to define C. sativa subspecies sativa as containing less than 0.3% THC in dried flowering tops of female plants and C. sativa subspecies indicaas containing ≥0.3% THC.This threshold has been used by regulatory bodies to legally differentiate hemp plants (<0.3% THC) and cannabis plants (≥0.3% THC). Canada legalized the production, distribution, sale and non-medical use of cannabis for adults in October 2018. Recent data from nation-wide surveys show that approximately 6.2 million people aged 15 or older, or 20% in this age group, reported using cannabis in the past 3 months. which represents an increase from 14% before legalization. Cannabis can be used and/or ingested in a variety of forms including capsules, oils, dried flower, vaporization and through the consumption of edibles. With the increased use of recreational cannabis in Canada, it is expected that there will be a concomitant increase in cases of cannabis hypersensitivity.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.019 | 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".