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Record W4229052203 · doi:10.46692/9781447318491.003

The Human Rights Case for Drug Reform How Drug Criminalization Destroys Lives, Feeds Abuses, and Subverts the Rule of Law

2022· other· en· W4229052203 on OpenAlexaboutno aff
Mar ia McFarland Sánchez-Moreno

Bibliographic record

Venuenot available
Typeother
Languageen
FieldSocial Sciences
TopicTorture, Ethics, and Law
Canadian institutionsnot available
Fundersnot available
KeywordsCriminalizationLawDrugPolitical sciencePharmacologyMedicine

Abstract

fetched live from OpenAlex

Nearly every country in the world plays a part—as producer, consumer, or transit point—in the multibillion-dollar illicit drug trade that supplies more than 150 million people every year and keeps on growing. To combat this trade, many countries over recent decades have launched so-called “wars on drugs” that entail crackdowns on participants large and small in the drug business, including harsh penalties for users. Human Rights Watch has long documented the widespread human rights abuses resulting from this approach: in the United States, the devastation that disproportionate prison sentences for drug offenses have wrought on individuals and their families and disturbing racial disparities in drug law enforcement; in Mexico, the killings committed in the name of combatting drugs; in Canada, the US, and Russia, how fear of criminal law enforcement deters people who use drugs from accessing necessary health services, exposing them to violence, discrimination, and illness; in Afghanistan and Colombia, how narcotics production has fueled armed groups opposed or allied to the government; in India, Ukraine, and Senegal, how cancer patients suffer severe pain due to drug control regulations that render morphine inaccessible; and in China, Vietnam, and Cambodia, the “drug rehabilitation centers” where people are subjected to torture, forced labor, and sexual abuse. But there was a growing sense within Human Rights Watch that this approach did not go far enough—that the problem did not lie merely with ill-considered policies or their abusive execution. Rather, the criminalization of drugs itself seemed to be inherently problematic. Especially when it came to personal possession and use, imposing the full force of the criminal justice system to arrest, prosecute, and incarcerate appeared contrary to the human rights to privacy and personal autonomy that underlie many rights. Heavy emphasis on enforcing criminal prohibitions on drug production and distribution was also dramatically enhancing the profitability of illicit drug markets and fueling the growth and operations of groups that commit atrocities, corrupt authorities, and undermine democracy and the rule of law in many countries. In my own work as Human Rights Watch's Colombia researcher from 2004 to 2010, it was clear that the illicit drug market was a major factor in the country's long-running war involving left-wing guerrilla groups, right-wing paramilitary groups, and security forces.

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)0.014
metaresearch head score (Gemma)0.022
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.023
Threshold uncertainty score0.072

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.022
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0130.047
Scholarly communication0.0130.015
Open science0.0020.007
Research integrity0.0230.024
Insufficient payload (model declined to judge)0.0090.001

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 head0.032
GPT teacher head0.308
Teacher spread0.276 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2022
Admission routes1
Has abstractyes

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